Physionet Data Challenge 2019

Dataset statistics

Number of variables	87
Number of observations	20336
Missing cells	444882
Missing cells (%)	25.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	13.5 MiB
Average record size in memory	696.0 B

Variable types

Numeric	76
Unsupported	2
Categorical	9

Alerts

`HR-mean` is highly correlated with `HR-median`	High correlation
`HR-median` is highly correlated with `HR-mean`	High correlation
`O2Sat-mean` is highly correlated with `O2Sat-median`	High correlation
`O2Sat-median` is highly correlated with `O2Sat-mean`	High correlation
`Temp-mean` is highly correlated with `Temp-median`	High correlation
`Temp-median` is highly correlated with `Temp-mean`	High correlation
`SBP-mean` is highly correlated with `SBP-median` and 2 other fields	High correlation
`SBP-median` is highly correlated with `SBP-mean` and 2 other fields	High correlation
`MAP-mean` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`MAP-median` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`DBP-mean` is highly correlated with `MAP-mean` and 2 other fields	High correlation
`DBP-median` is highly correlated with `MAP-mean` and 2 other fields	High correlation
`Resp-mean` is highly correlated with `Resp-median`	High correlation
`Resp-median` is highly correlated with `Resp-mean`	High correlation
`BaseExcess-mean` is highly correlated with `BaseExcess-median` and 4 other fields	High correlation
`BaseExcess-median` is highly correlated with `BaseExcess-mean` and 4 other fields	High correlation
`HCO3-mean` is highly correlated with `BaseExcess-mean` and 4 other fields	High correlation
`HCO3-median` is highly correlated with `BaseExcess-mean` and 4 other fields	High correlation
`FiO2-mean` is highly correlated with `FiO2-median`	High correlation
`FiO2-median` is highly correlated with `FiO2-mean`	High correlation
`pH-mean` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`pH-median` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`PaCO2-mean` is highly correlated with `HCO3-mean` and 2 other fields	High correlation
`PaCO2-median` is highly correlated with `HCO3-mean` and 2 other fields	High correlation
`SaO2-mean` is highly correlated with `SaO2-median`	High correlation
`SaO2-median` is highly correlated with `SaO2-mean`	High correlation
`AST-mean` is highly correlated with `AST-median`	High correlation
`AST-median` is highly correlated with `AST-mean`	High correlation
`BUN-mean` is highly correlated with `BUN-median` and 2 other fields	High correlation
`BUN-median` is highly correlated with `BUN-mean` and 2 other fields	High correlation
`Alkalinephos-mean` is highly correlated with `Alkalinephos-median`	High correlation
`Alkalinephos-median` is highly correlated with `Alkalinephos-mean`	High correlation
`Calcium-mean` is highly correlated with `Calcium-median`	High correlation
`Calcium-median` is highly correlated with `Calcium-mean`	High correlation
`Chloride-mean` is highly correlated with `Chloride-median`	High correlation
`Chloride-median` is highly correlated with `Chloride-mean`	High correlation
`Creatinine-mean` is highly correlated with `BUN-mean` and 2 other fields	High correlation
`Creatinine-median` is highly correlated with `BUN-mean` and 2 other fields	High correlation
`Bilirubin_direct-mean` is highly correlated with `Bilirubin_direct-median` and 2 other fields	High correlation
`Bilirubin_direct-median` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`Glucose-mean` is highly correlated with `Glucose-median`	High correlation
`Glucose-median` is highly correlated with `Glucose-mean`	High correlation
`Lactate-mean` is highly correlated with `Lactate-median`	High correlation
`Lactate-median` is highly correlated with `Lactate-mean`	High correlation
`Magnesium-mean` is highly correlated with `Magnesium-median`	High correlation
`Magnesium-median` is highly correlated with `Magnesium-mean`	High correlation
`Phosphate-mean` is highly correlated with `Phosphate-median`	High correlation
`Phosphate-median` is highly correlated with `Phosphate-mean`	High correlation
`Potassium-mean` is highly correlated with `Potassium-median`	High correlation
`Potassium-median` is highly correlated with `Potassium-mean`	High correlation
`Bilirubin_total-mean` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`Bilirubin_total-median` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`TroponinI-mean` is highly correlated with `TroponinI-median`	High correlation
`TroponinI-median` is highly correlated with `TroponinI-mean`	High correlation
`Hct-mean` is highly correlated with `Hct-median` and 2 other fields	High correlation
`Hct-median` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`Hgb-mean` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`Hgb-median` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`PTT-mean` is highly correlated with `PTT-median`	High correlation
`PTT-median` is highly correlated with `PTT-mean`	High correlation
`WBC-mean` is highly correlated with `WBC-median`	High correlation
`WBC-median` is highly correlated with `WBC-mean`	High correlation
`Fibrinogen-mean` is highly correlated with `Fibrinogen-median`	High correlation
`Fibrinogen-median` is highly correlated with `Fibrinogen-mean`	High correlation
`Platelets-mean` is highly correlated with `Platelets-median`	High correlation
`Platelets-median` is highly correlated with `Platelets-mean`	High correlation
`Age-mean` is highly correlated with `Age-median`	High correlation
`Age-median` is highly correlated with `Age-mean`	High correlation
`Gender-mean` is highly correlated with `Gender-median`	High correlation
`Gender-median` is highly correlated with `Gender-mean`	High correlation
`Unit1-mean` is highly correlated with `Unit1-median` and 2 other fields	High correlation
`Unit1-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Unit2-mean` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Unit2-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`HospAdmTime-mean` is highly correlated with `HospAdmTime-median`	High correlation
`HospAdmTime-median` is highly correlated with `HospAdmTime-mean`	High correlation
`ICULOS-mean` is highly correlated with `ICULOS-median` and 2 other fields	High correlation
`ICULOS-median` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`SepsisLabel-mean` is highly correlated with `SepsisLabel-median` and 2 other fields	High correlation
`SepsisLabel-median` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Sepsis-mean` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Sepsis-median` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Hours-mean` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`Hours-median` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`HR-mean` is highly correlated with `HR-median`	High correlation
`HR-median` is highly correlated with `HR-mean`	High correlation
`O2Sat-mean` is highly correlated with `O2Sat-median`	High correlation
`O2Sat-median` is highly correlated with `O2Sat-mean`	High correlation
`Temp-mean` is highly correlated with `Temp-median`	High correlation
`Temp-median` is highly correlated with `Temp-mean`	High correlation
`SBP-mean` is highly correlated with `SBP-median` and 2 other fields	High correlation
`SBP-median` is highly correlated with `SBP-mean` and 2 other fields	High correlation
`MAP-mean` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`MAP-median` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`DBP-mean` is highly correlated with `MAP-mean` and 2 other fields	High correlation
`DBP-median` is highly correlated with `MAP-mean` and 2 other fields	High correlation
`Resp-mean` is highly correlated with `Resp-median`	High correlation
`Resp-median` is highly correlated with `Resp-mean`	High correlation
`BaseExcess-mean` is highly correlated with `BaseExcess-median` and 4 other fields	High correlation
`BaseExcess-median` is highly correlated with `BaseExcess-mean` and 4 other fields	High correlation
`HCO3-mean` is highly correlated with `BaseExcess-mean` and 4 other fields	High correlation
`HCO3-median` is highly correlated with `BaseExcess-mean` and 4 other fields	High correlation
`FiO2-mean` is highly correlated with `FiO2-median`	High correlation
`FiO2-median` is highly correlated with `FiO2-mean`	High correlation
`pH-mean` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`pH-median` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`PaCO2-mean` is highly correlated with `HCO3-mean` and 2 other fields	High correlation
`PaCO2-median` is highly correlated with `HCO3-mean` and 2 other fields	High correlation
`SaO2-mean` is highly correlated with `SaO2-median`	High correlation
`SaO2-median` is highly correlated with `SaO2-mean`	High correlation
`AST-mean` is highly correlated with `AST-median`	High correlation
`AST-median` is highly correlated with `AST-mean`	High correlation
`BUN-mean` is highly correlated with `BUN-median` and 4 other fields	High correlation
`BUN-median` is highly correlated with `BUN-mean` and 4 other fields	High correlation
`Alkalinephos-mean` is highly correlated with `Alkalinephos-median`	High correlation
`Alkalinephos-median` is highly correlated with `Alkalinephos-mean`	High correlation
`Calcium-mean` is highly correlated with `Calcium-median`	High correlation
`Calcium-median` is highly correlated with `Calcium-mean`	High correlation
`Chloride-mean` is highly correlated with `Chloride-median`	High correlation
`Chloride-median` is highly correlated with `Chloride-mean`	High correlation
`Creatinine-mean` is highly correlated with `BUN-mean` and 4 other fields	High correlation
`Creatinine-median` is highly correlated with `BUN-mean` and 4 other fields	High correlation
`Bilirubin_direct-mean` is highly correlated with `Bilirubin_direct-median` and 2 other fields	High correlation
`Bilirubin_direct-median` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`Glucose-mean` is highly correlated with `Glucose-median`	High correlation
`Glucose-median` is highly correlated with `Glucose-mean`	High correlation
`Lactate-mean` is highly correlated with `Lactate-median`	High correlation
`Lactate-median` is highly correlated with `Lactate-mean`	High correlation
`Magnesium-mean` is highly correlated with `Magnesium-median`	High correlation
`Magnesium-median` is highly correlated with `Magnesium-mean`	High correlation
`Phosphate-mean` is highly correlated with `BUN-mean` and 4 other fields	High correlation
`Phosphate-median` is highly correlated with `BUN-mean` and 4 other fields	High correlation
`Potassium-mean` is highly correlated with `Potassium-median`	High correlation
`Potassium-median` is highly correlated with `Potassium-mean`	High correlation
`Bilirubin_total-mean` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`Bilirubin_total-median` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`TroponinI-mean` is highly correlated with `TroponinI-median`	High correlation
`TroponinI-median` is highly correlated with `TroponinI-mean`	High correlation
`Hct-mean` is highly correlated with `Hct-median` and 2 other fields	High correlation
`Hct-median` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`Hgb-mean` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`Hgb-median` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`PTT-mean` is highly correlated with `PTT-median`	High correlation
`PTT-median` is highly correlated with `PTT-mean`	High correlation
`WBC-mean` is highly correlated with `WBC-median`	High correlation
`WBC-median` is highly correlated with `WBC-mean`	High correlation
`Fibrinogen-mean` is highly correlated with `Fibrinogen-median`	High correlation
`Fibrinogen-median` is highly correlated with `Fibrinogen-mean`	High correlation
`Platelets-mean` is highly correlated with `Platelets-median`	High correlation
`Platelets-median` is highly correlated with `Platelets-mean`	High correlation
`Age-mean` is highly correlated with `Age-median`	High correlation
`Age-median` is highly correlated with `Age-mean`	High correlation
`Gender-mean` is highly correlated with `Gender-median`	High correlation
`Gender-median` is highly correlated with `Gender-mean`	High correlation
`Unit1-mean` is highly correlated with `Unit1-median` and 2 other fields	High correlation
`Unit1-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Unit2-mean` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Unit2-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`HospAdmTime-mean` is highly correlated with `HospAdmTime-median`	High correlation
`HospAdmTime-median` is highly correlated with `HospAdmTime-mean`	High correlation
`ICULOS-mean` is highly correlated with `ICULOS-median` and 2 other fields	High correlation
`ICULOS-median` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`SepsisLabel-mean` is highly correlated with `SepsisLabel-median` and 2 other fields	High correlation
`SepsisLabel-median` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Sepsis-mean` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Sepsis-median` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Hours-mean` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`Hours-median` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`HR-mean` is highly correlated with `HR-median`	High correlation
`HR-median` is highly correlated with `HR-mean`	High correlation
`O2Sat-mean` is highly correlated with `O2Sat-median`	High correlation
`O2Sat-median` is highly correlated with `O2Sat-mean`	High correlation
`Temp-mean` is highly correlated with `Temp-median`	High correlation
`Temp-median` is highly correlated with `Temp-mean`	High correlation
`SBP-mean` is highly correlated with `SBP-median` and 2 other fields	High correlation
`SBP-median` is highly correlated with `SBP-mean` and 2 other fields	High correlation
`MAP-mean` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`MAP-median` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`DBP-mean` is highly correlated with `MAP-mean` and 2 other fields	High correlation
`DBP-median` is highly correlated with `MAP-mean` and 2 other fields	High correlation
`Resp-mean` is highly correlated with `Resp-median`	High correlation
`Resp-median` is highly correlated with `Resp-mean`	High correlation
`BaseExcess-mean` is highly correlated with `BaseExcess-median` and 2 other fields	High correlation
`BaseExcess-median` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`HCO3-mean` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`HCO3-median` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`FiO2-mean` is highly correlated with `FiO2-median`	High correlation
`FiO2-median` is highly correlated with `FiO2-mean`	High correlation
`pH-mean` is highly correlated with `pH-median`	High correlation
`pH-median` is highly correlated with `pH-mean`	High correlation
`PaCO2-mean` is highly correlated with `PaCO2-median`	High correlation
`PaCO2-median` is highly correlated with `PaCO2-mean`	High correlation
`SaO2-mean` is highly correlated with `SaO2-median`	High correlation
`SaO2-median` is highly correlated with `SaO2-mean`	High correlation
`AST-mean` is highly correlated with `AST-median`	High correlation
`AST-median` is highly correlated with `AST-mean`	High correlation
`BUN-mean` is highly correlated with `BUN-median` and 2 other fields	High correlation
`BUN-median` is highly correlated with `BUN-mean` and 2 other fields	High correlation
`Alkalinephos-mean` is highly correlated with `Alkalinephos-median`	High correlation
`Alkalinephos-median` is highly correlated with `Alkalinephos-mean`	High correlation
`Calcium-mean` is highly correlated with `Calcium-median`	High correlation
`Calcium-median` is highly correlated with `Calcium-mean`	High correlation
`Chloride-mean` is highly correlated with `Chloride-median`	High correlation
`Chloride-median` is highly correlated with `Chloride-mean`	High correlation
`Creatinine-mean` is highly correlated with `BUN-mean` and 2 other fields	High correlation
`Creatinine-median` is highly correlated with `BUN-mean` and 2 other fields	High correlation
`Bilirubin_direct-mean` is highly correlated with `Bilirubin_direct-median` and 2 other fields	High correlation
`Bilirubin_direct-median` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`Glucose-mean` is highly correlated with `Glucose-median`	High correlation
`Glucose-median` is highly correlated with `Glucose-mean`	High correlation
`Lactate-mean` is highly correlated with `Lactate-median`	High correlation
`Lactate-median` is highly correlated with `Lactate-mean`	High correlation
`Magnesium-mean` is highly correlated with `Magnesium-median`	High correlation
`Magnesium-median` is highly correlated with `Magnesium-mean`	High correlation
`Phosphate-mean` is highly correlated with `Phosphate-median`	High correlation
`Phosphate-median` is highly correlated with `Phosphate-mean`	High correlation
`Potassium-mean` is highly correlated with `Potassium-median`	High correlation
`Potassium-median` is highly correlated with `Potassium-mean`	High correlation
`Bilirubin_total-mean` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`Bilirubin_total-median` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`TroponinI-mean` is highly correlated with `TroponinI-median`	High correlation
`TroponinI-median` is highly correlated with `TroponinI-mean`	High correlation
`Hct-mean` is highly correlated with `Hct-median` and 2 other fields	High correlation
`Hct-median` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`Hgb-mean` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`Hgb-median` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`PTT-mean` is highly correlated with `PTT-median`	High correlation
`PTT-median` is highly correlated with `PTT-mean`	High correlation
`WBC-mean` is highly correlated with `WBC-median`	High correlation
`WBC-median` is highly correlated with `WBC-mean`	High correlation
`Fibrinogen-mean` is highly correlated with `Fibrinogen-median`	High correlation
`Fibrinogen-median` is highly correlated with `Fibrinogen-mean`	High correlation
`Platelets-mean` is highly correlated with `Platelets-median`	High correlation
`Platelets-median` is highly correlated with `Platelets-mean`	High correlation
`Age-mean` is highly correlated with `Age-median`	High correlation
`Age-median` is highly correlated with `Age-mean`	High correlation
`Gender-mean` is highly correlated with `Gender-median`	High correlation
`Gender-median` is highly correlated with `Gender-mean`	High correlation
`Unit1-mean` is highly correlated with `Unit1-median` and 2 other fields	High correlation
`Unit1-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Unit2-mean` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Unit2-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`HospAdmTime-mean` is highly correlated with `HospAdmTime-median`	High correlation
`HospAdmTime-median` is highly correlated with `HospAdmTime-mean`	High correlation
`ICULOS-mean` is highly correlated with `ICULOS-median` and 2 other fields	High correlation
`ICULOS-median` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`SepsisLabel-mean` is highly correlated with `SepsisLabel-median` and 2 other fields	High correlation
`SepsisLabel-median` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Sepsis-mean` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Sepsis-median` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Hours-mean` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`Hours-median` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`Unit1-mean` is highly correlated with `Unit1-median` and 2 other fields	High correlation
`Unit1-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Sepsis-mean` is highly correlated with `SepsisLabel-median` and 1 other fields	High correlation
`Unit2-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`SepsisLabel-median` is highly correlated with `Sepsis-mean` and 1 other fields	High correlation
`Gender-mean` is highly correlated with `Gender-median`	High correlation
`Gender-median` is highly correlated with `Gender-mean`	High correlation
`Sepsis-median` is highly correlated with `Sepsis-mean` and 1 other fields	High correlation
`Unit2-mean` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Temp-mean` has 235 (1.2%) missing values	Missing
`Temp-median` has 235 (1.2%) missing values	Missing
`SBP-mean` has 258 (1.3%) missing values	Missing
`SBP-median` has 258 (1.3%) missing values	Missing
`DBP-mean` has 7384 (36.3%) missing values	Missing
`DBP-median` has 7384 (36.3%) missing values	Missing
`EtCO2-mean` has 20336 (100.0%) missing values	Missing
`EtCO2-median` has 20336 (100.0%) missing values	Missing
`BaseExcess-mean` has 7684 (37.8%) missing values	Missing
`BaseExcess-median` has 7684 (37.8%) missing values	Missing
`HCO3-mean` has 535 (2.6%) missing values	Missing
`HCO3-median` has 535 (2.6%) missing values	Missing
`FiO2-mean` has 8349 (41.1%) missing values	Missing
`FiO2-median` has 8349 (41.1%) missing values	Missing
`pH-mean` has 7155 (35.2%) missing values	Missing
`pH-median` has 7155 (35.2%) missing values	Missing
`PaCO2-mean` has 7759 (38.2%) missing values	Missing
`PaCO2-median` has 7759 (38.2%) missing values	Missing
`SaO2-mean` has 12373 (60.8%) missing values	Missing
`SaO2-median` has 12373 (60.8%) missing values	Missing
`AST-mean` has 14443 (71.0%) missing values	Missing
`AST-median` has 14443 (71.0%) missing values	Missing
`BUN-mean` has 427 (2.1%) missing values	Missing
`BUN-median` has 427 (2.1%) missing values	Missing
`Alkalinephos-mean` has 14633 (72.0%) missing values	Missing
`Alkalinephos-median` has 14633 (72.0%) missing values	Missing
`Calcium-mean` has 3789 (18.6%) missing values	Missing
`Calcium-median` has 3789 (18.6%) missing values	Missing
`Chloride-mean` has 542 (2.7%) missing values	Missing
`Chloride-median` has 542 (2.7%) missing values	Missing
`Creatinine-mean` has 461 (2.3%) missing values	Missing
`Creatinine-median` has 461 (2.3%) missing values	Missing
`Bilirubin_direct-mean` has 19750 (97.1%) missing values	Missing
`Bilirubin_direct-median` has 19750 (97.1%) missing values	Missing
`Glucose-mean` has 407 (2.0%) missing values	Missing
`Glucose-median` has 407 (2.0%) missing values	Missing
`Lactate-mean` has 12603 (62.0%) missing values	Missing
`Lactate-median` has 12603 (62.0%) missing values	Missing
`Magnesium-mean` has 1388 (6.8%) missing values	Missing
`Magnesium-median` has 1388 (6.8%) missing values	Missing
`Phosphate-mean` has 3650 (17.9%) missing values	Missing
`Phosphate-median` has 3650 (17.9%) missing values	Missing
`Potassium-mean` has 433 (2.1%) missing values	Missing
`Potassium-median` has 433 (2.1%) missing values	Missing
`Bilirubin_total-mean` has 14566 (71.6%) missing values	Missing
`Bilirubin_total-median` has 14566 (71.6%) missing values	Missing
`TroponinI-mean` has 19847 (97.6%) missing values	Missing
`TroponinI-median` has 19847 (97.6%) missing values	Missing
`Hct-mean` has 364 (1.8%) missing values	Missing
`Hct-median` has 364 (1.8%) missing values	Missing
`Hgb-mean` has 507 (2.5%) missing values	Missing
`Hgb-median` has 507 (2.5%) missing values	Missing
`PTT-mean` has 4496 (22.1%) missing values	Missing
`PTT-median` has 4496 (22.1%) missing values	Missing
`WBC-mean` has 625 (3.1%) missing values	Missing
`WBC-median` has 625 (3.1%) missing values	Missing
`Fibrinogen-mean` has 17769 (87.4%) missing values	Missing
`Fibrinogen-median` has 17769 (87.4%) missing values	Missing
`Platelets-mean` has 585 (2.9%) missing values	Missing
`Platelets-median` has 585 (2.9%) missing values	Missing
`Unit1-mean` has 9522 (46.8%) missing values	Missing
`Unit1-median` has 9522 (46.8%) missing values	Missing
`Unit2-mean` has 9522 (46.8%) missing values	Missing
`Unit2-median` has 9522 (46.8%) missing values	Missing
`PatientID` has unique values	Unique
`EtCO2-mean` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`EtCO2-median` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`BaseExcess-mean` has 1018 (5.0%) zeros	Zeros
`BaseExcess-median` has 2996 (14.7%) zeros	Zeros
`SepsisLabel-mean` has 18546 (91.2%) zeros	Zeros

Reproduction

Analysis started	2021-11-29 10:28:17.342726
Analysis finished	2021-11-29 10:28:35.581400
Duration	18.24 seconds
Software version	pandas-profiling v3.1.1
Download configuration	config.json

PatientID
Real number (ℝ_≥0)

UNIQUE

Distinct	20336
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10173.60651

Minimum	1
Maximum	20643
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1017.75
Q1	5084.75
median	10168.5
Q3	15252.25
95-th percentile	19320.25
Maximum	20643
Range	20642
Interquartile range (IQR)	10167.5

Descriptive statistics

Standard deviation	5879.461518
Coefficient of variation (CV)	0.5779132024
Kurtosis	-1.192915145
Mean	10173.60651
Median Absolute Deviation (MAD)	5084
Skewness	0.005160825078
Sum	206890462
Variance	34568067.75
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
13556	1	< 0.1%
13563	1	< 0.1%
13562	1	< 0.1%
13561	1	< 0.1%
13560	1	< 0.1%
13559	1	< 0.1%
13558	1	< 0.1%
13557	1	< 0.1%
13555	1	< 0.1%
Other values (20326)	20326	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
20643	1	< 0.1%
20642	1	< 0.1%
20641	1	< 0.1%
20640	1	< 0.1%
20639	1	< 0.1%
20638	1	< 0.1%
20637	1	< 0.1%
20636	1	< 0.1%
20635	1	< 0.1%
20634	1	< 0.1%

HR-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	15835
Distinct (%)	77.9%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	84.54890909

Minimum	30.25806452
Maximum	150.8888889
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	30.25806452
5-th percentile	62.23484848
Q1	74.67936623
median	83.83333333
Q3	93.63794926
95-th percentile	108.950766
Maximum	150.8888889
Range	120.6308244
Interquartile range (IQR)	18.95858303

Descriptive statistics

Standard deviation	14.22214204
Coefficient of variation (CV)	0.1682120111
Kurtosis	0.1909661708
Mean	84.54890909
Median Absolute Deviation (MAD)	9.49122807
Skewness	0.2977791885
Sum	1719302.066
Variance	202.2693241
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88	21	0.1%
80	18	0.1%
70	17	0.1%
81	17	0.1%
83	16	0.1%
78.5	16	0.1%
77	15	0.1%
78	15	0.1%
74	14	0.1%
90	14	0.1%
Other values (15825)	20172	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30.25806452	1	< 0.1%
35.41025641	1	< 0.1%
39.61904762	1	< 0.1%
40.56140351	1	< 0.1%
41	1	< 0.1%
42.01428571	1	< 0.1%
42.41176471	1	< 0.1%
42.58823529	1	< 0.1%
42.76595745	1	< 0.1%
43.58333333	1	< 0.1%

Value	Count	Frequency (%)
150.8888889	1	< 0.1%
150.1666667	1	< 0.1%
145.8	1	< 0.1%
145.2586207	1	< 0.1%
145.1538462	1	< 0.1%
144.1829268	1	< 0.1%
143.7826087	1	< 0.1%
142.4375	1	< 0.1%
142.0606061	1	< 0.1%
141.3529412	1	< 0.1%

HR-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	353
Distinct (%)	1.7%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	84.06217113

Minimum	30
Maximum	151
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	30
5-th percentile	61
Q1	74
median	83.5
Q3	93
95-th percentile	109
Maximum	151
Range	121
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	14.66009796
Coefficient of variation (CV)	0.1743958996
Kurtosis	0.2189910597
Mean	84.06217113
Median Absolute Deviation (MAD)	9.5
Skewness	0.3030333462
Sum	1709404.25
Variance	214.9184721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	700	3.4%
90	476	2.3%
88	475	2.3%
84	444	2.2%
82	430	2.1%
85	412	2.0%
79	411	2.0%
70	404	2.0%
77	398	2.0%
87	394	1.9%
Other values (343)	15791	77.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30	2	< 0.1%
33	1	< 0.1%
34	1	< 0.1%
36	1	< 0.1%
38.5	1	< 0.1%
39	1	< 0.1%
40	2	< 0.1%
41.5	1	< 0.1%
42	3	< 0.1%
43	5	< 0.1%

Value	Count	Frequency (%)
151	2	< 0.1%
149	2	< 0.1%
147	2	< 0.1%
144	1	< 0.1%
142.75	1	< 0.1%
142.5	3	< 0.1%
142	2	< 0.1%
141.5	2	< 0.1%
140	2	< 0.1%
139.5	1	< 0.1%

O2Sat-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7624
Distinct (%)	37.5%
Missing	12
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	97.20110086

Minimum	27
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	27
5-th percentile	94.29685185
Q1	96.27272727
median	97.44680851
Q3	98.51681034
95-th percentile	99.65
Maximum	100
Range	73
Interquartile range (IQR)	2.244083072

Descriptive statistics

Standard deviation	2.233046467
Coefficient of variation (CV)	0.02297346889
Kurtosis	138.6936321
Mean	97.20110086
Median Absolute Deviation (MAD)	1.115691489
Skewness	-7.318368528
Sum	1975515.174
Variance	4.986496523
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	166	0.8%
97	132	0.6%
99	102	0.5%
98	101	0.5%
96	99	0.5%
97.5	87	0.4%
98.5	85	0.4%
96.5	73	0.4%
99.5	60	0.3%
95	53	0.3%
Other values (7614)	19366	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27	1	< 0.1%
34.25	1	< 0.1%
49	1	< 0.1%
55.5	1	< 0.1%
56.30263158	1	< 0.1%
57.5	1	< 0.1%
61.95454545	1	< 0.1%
65.8	1	< 0.1%
66.25	1	< 0.1%
66.5	1	< 0.1%

Value	Count	Frequency (%)
100	166	0.8%
99.98888889	1	< 0.1%
99.98684211	1	< 0.1%
99.98611111	1	< 0.1%
99.98387097	2	< 0.1%
99.98333333	1	< 0.1%
99.98275862	1	< 0.1%
99.98181818	1	< 0.1%
99.98	2	< 0.1%
99.97959184	1	< 0.1%

O2Sat-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	86
Distinct (%)	0.4%
Missing	12
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	97.47929787

Minimum	27
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	27
5-th percentile	94
Q1	96
median	98
Q3	99
95-th percentile	100
Maximum	100
Range	73
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.316854526
Coefficient of variation (CV)	0.0237676571
Kurtosis	126.0227646
Mean	97.47929787
Median Absolute Deviation (MAD)	1
Skewness	-6.629905027
Sum	1981169.25
Variance	5.367814894
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98	3484	17.1%
97	3382	16.6%
100	3198	15.7%
99	2968	14.6%
96	2590	12.7%
95	1307	6.4%
94	548	2.7%
97.5	438	2.2%
98.5	370	1.8%
96.5	340	1.7%
Other values (76)	1699	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27	1	< 0.1%
34.25	1	< 0.1%
49	1	< 0.1%
51.75	1	< 0.1%
55.5	1	< 0.1%
57.5	1	< 0.1%
58	1	< 0.1%
63	1	< 0.1%
64.25	1	< 0.1%
65	2	< 0.1%

Value	Count	Frequency (%)
100	3198	15.7%
99.75	67	0.3%
99.5	250	1.2%
99.25	68	0.3%
99	2968	14.6%
98.75	74	0.4%
98.5	370	1.8%
98.25	72	0.4%
98	3484	17.1%
97.75	72	0.4%

Temp-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	10695
Distinct (%)	53.2%
Missing	235
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	36.91389324

Minimum	30.5
Maximum	39.61
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	30.5
5-th percentile	36.06636364
Q1	36.561
median	36.90285714
Q3	37.26333333
95-th percentile	37.81818182
Maximum	39.61
Range	9.11
Interquartile range (IQR)	0.7023333333

Descriptive statistics

Standard deviation	0.5575562462
Coefficient of variation (CV)	0.01510423847
Kurtosis	3.197251831
Mean	36.91389324
Median Absolute Deviation (MAD)	0.3500571429
Skewness	-0.2923179345
Sum	742006.1681
Variance	0.3108689677
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36.5	54	0.3%
37	54	0.3%
36.89	54	0.3%
36.61	48	0.2%
36.39	46	0.2%
36.75	37	0.2%
36.83333333	30	0.1%
36.72	29	0.1%
36.945	29	0.1%
36.78	28	0.1%
Other values (10685)	19692	96.8%
(Missing)	235	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30.5	1	< 0.1%
32.35	1	< 0.1%
32.45636364	1	< 0.1%
32.52	1	< 0.1%
32.75	1	< 0.1%
33.04	1	< 0.1%
33.06842105	1	< 0.1%
33.11666667	1	< 0.1%
33.17	1	< 0.1%
33.3825	1	< 0.1%

Value	Count	Frequency (%)
39.61	1	< 0.1%
39.385	1	< 0.1%
39.358	1	< 0.1%
39.3475	1	< 0.1%
39.203	1	< 0.1%
39.156	1	< 0.1%
39.154	1	< 0.1%
39.11090909	1	< 0.1%
39.11	1	< 0.1%
39.09142857	1	< 0.1%

Temp-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	547
Distinct (%)	2.7%
Missing	235
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	36.94550992

Minimum	30.5
Maximum	40.03
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	30.5
5-th percentile	36.06
Q1	36.56
median	36.94
Q3	37.33
95-th percentile	37.89
Maximum	40.03
Range	9.53
Interquartile range (IQR)	0.77

Descriptive statistics

Standard deviation	0.5880792486
Coefficient of variation (CV)	0.01591747549
Kurtosis	2.959195879
Mean	36.94550992
Median Absolute Deviation (MAD)	0.38
Skewness	-0.3045890144
Sum	742641.695
Variance	0.3458372027
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37	805	4.0%
36.89	662	3.3%
36.67	657	3.2%
36.78	460	2.3%
36.56	442	2.2%
37.5	430	2.1%
36.5	397	2.0%
36.72	390	1.9%
37.17	386	1.9%
37.11	368	1.8%
Other values (537)	15104	74.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30.5	1	< 0.1%
31.67	1	< 0.1%
32.35	1	< 0.1%
32.52	1	< 0.1%
32.64	1	< 0.1%
32.9	1	< 0.1%
33	1	< 0.1%
33.11	1	< 0.1%
33.15	1	< 0.1%
33.25	1	< 0.1%

Value	Count	Frequency (%)
40.03	1	< 0.1%
39.7	1	< 0.1%
39.61	1	< 0.1%
39.5	1	< 0.1%
39.35	1	< 0.1%
39.33	2	< 0.1%
39.3	1	< 0.1%
39.28	1	< 0.1%
39.22	1	< 0.1%
39.15	1	< 0.1%

SBP-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	15880
Distinct (%)	79.1%
Missing	258
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	120.24809

Minimum	35
Maximum	214.8181818
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	35
5-th percentile	97.56234631
Q1	108.5416667
median	118.0976935
Q3	130.2128258
95-th percentile	150.3529419
Maximum	214.8181818
Range	179.8181818
Interquartile range (IQR)	21.67115909

Descriptive statistics

Standard deviation	16.44958943
Coefficient of variation (CV)	0.1367970953
Kurtosis	0.6297223171
Mean	120.24809
Median Absolute Deviation (MAD)	10.55658993
Skewness	0.5637393354
Sum	2414341.152
Variance	270.5889925
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
109.5	19	0.1%
117	18	0.1%
115.5	18	0.1%
118.5	17	0.1%
125	17	0.1%
116	16	0.1%
113	16	0.1%
107.5	15	0.1%
108	15	0.1%
119	15	0.1%
Other values (15870)	19912	97.9%
(Missing)	258	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
35	1	< 0.1%
48.51724138	1	< 0.1%
52.275	1	< 0.1%
57.3125	1	< 0.1%
57.39285714	1	< 0.1%
58.16666667	1	< 0.1%
58.725	1	< 0.1%
63.02439024	1	< 0.1%
63.05	1	< 0.1%
63.15909091	1	< 0.1%

Value	Count	Frequency (%)
214.8181818	1	< 0.1%
207.0555556	1	< 0.1%
197.7916667	1	< 0.1%
194.6666667	1	< 0.1%
193.3636364	1	< 0.1%
191.8684211	1	< 0.1%
188.245098	1	< 0.1%
187.75	1	< 0.1%
187.6470588	1	< 0.1%
187	1	< 0.1%

SBP-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	497
Distinct (%)	2.5%
Missing	258
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	119.8992283

Minimum	35
Maximum	216
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	35
5-th percentile	96.5
Q1	107.75
median	117.5
Q3	130
95-th percentile	151
Maximum	216
Range	181
Interquartile range (IQR)	22.25

Descriptive statistics

Standard deviation	17.09910417
Coefficient of variation (CV)	0.1426122955
Kurtosis	0.5591623812
Mean	119.8992283
Median Absolute Deviation (MAD)	11
Skewness	0.5726205633
Sum	2407336.705
Variance	292.3793633
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
110	365	1.8%
109	359	1.8%
112	357	1.8%
111	355	1.7%
115	352	1.7%
117	343	1.7%
116	343	1.7%
114	340	1.7%
113	334	1.6%
119	327	1.6%
Other values (487)	16603	81.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
35	1	< 0.1%
36	1	< 0.1%
45	1	< 0.1%
55	1	< 0.1%
56	2	< 0.1%
56.5	1	< 0.1%
57	1	< 0.1%
58.5	1	< 0.1%
61	1	< 0.1%
62.5	1	< 0.1%

Value	Count	Frequency (%)
216	1	< 0.1%
206	1	< 0.1%
199.5	1	< 0.1%
192	1	< 0.1%
191.5	1	< 0.1%
191	1	< 0.1%
190	2	< 0.1%
187	2	< 0.1%
186	1	< 0.1%
185	4	< 0.1%

MAP-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	17616
Distinct (%)	86.6%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	78.47385076

Minimum	22
Maximum	149
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	22
5-th percentile	63.52564938
Q1	70.95047619
median	77.05555556
Q3	84.76273148
95-th percentile	97.9781875
Maximum	149
Range	127
Interquartile range (IQR)	13.81225529

Descriptive statistics

Standard deviation	10.78266445
Coefficient of variation (CV)	0.1374045538
Kurtosis	1.015771754
Mean	78.47385076
Median Absolute Deviation (MAD)	6.766929825
Skewness	0.6675458805
Sum	1595687.281
Variance	116.2658527
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79	17	0.1%
73	17	0.1%
71	16	0.1%
79.5	15	0.1%
73.66666667	14	0.1%
74	13	0.1%
78	13	0.1%
76	13	0.1%
69	12	0.1%
75	12	0.1%
Other values (17606)	20192	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22	1	< 0.1%
32.42518519	1	< 0.1%
36.1915	1	< 0.1%
40.63419355	1	< 0.1%
41	1	< 0.1%
41.8	1	< 0.1%
41.917	1	< 0.1%
43.042	1	< 0.1%
43.249	1	< 0.1%
43.5	1	< 0.1%

Value	Count	Frequency (%)
149	1	< 0.1%
141.5416667	1	< 0.1%
140.0657895	1	< 0.1%
133.1481481	1	< 0.1%
131.75	1	< 0.1%
131.2868	1	< 0.1%
131.1116667	1	< 0.1%
130.09375	1	< 0.1%
129.8125	1	< 0.1%
129.3636364	1	< 0.1%

MAP-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	854
Distinct (%)	4.2%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	77.93093882

Minimum	22
Maximum	142
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	22
5-th percentile	62.5
Q1	70
median	76.25
Q3	84.5
95-th percentile	98
Maximum	142
Range	120
Interquartile range (IQR)	14.5

Descriptive statistics

Standard deviation	11.1309419
Coefficient of variation (CV)	0.1428308457
Kurtosis	0.934054842
Mean	77.93093882
Median Absolute Deviation (MAD)	6.92
Skewness	0.677033949
Sum	1584647.71
Variance	123.8978676
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
72	534	2.6%
73	495	2.4%
71	494	2.4%
74	491	2.4%
76	483	2.4%
75	480	2.4%
70	465	2.3%
69	443	2.2%
77	416	2.0%
68	411	2.0%
Other values (844)	15622	76.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22	1	< 0.1%
27.25	1	< 0.1%
30	1	< 0.1%
34.5	1	< 0.1%
35.83	1	< 0.1%
41	1	< 0.1%
42	2	< 0.1%
43.25	1	< 0.1%
43.42	1	< 0.1%
44	3	< 0.1%

Value	Count	Frequency (%)
142	1	< 0.1%
139	1	< 0.1%
134	1	< 0.1%
133.5	1	< 0.1%
133	1	< 0.1%
131.085	1	< 0.1%
130	1	< 0.1%
128.67	1	< 0.1%
128.5	1	< 0.1%
128	1	< 0.1%

DBP-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	9586
Distinct (%)	74.0%
Missing	7384
Missing (%)	36.3%
Infinite	0
Infinite (%)	0.0%
Mean	60.1749596

Minimum	27.33333333
Maximum	135.7222222
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	27.33333333
5-th percentile	46.05235369
Q1	53.34050325
median	59.01934524
Q3	65.85958501
95-th percentile	78.06965409
Maximum	135.7222222
Range	108.3888889
Interquartile range (IQR)	12.51908177

Descriptive statistics

Standard deviation	9.920291131
Coefficient of variation (CV)	0.1648574623
Kurtosis	1.447456563
Mean	60.1749596
Median Absolute Deviation (MAD)	6.153132992
Skewness	0.7141169379
Sum	779386.0767
Variance	98.41217612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55	26	0.1%
59	22	0.1%
61	21	0.1%
62	21	0.1%
60	20	0.1%
68	20	0.1%
54	19	0.1%
63	19	0.1%
52.5	19	0.1%
56	18	0.1%
Other values (9576)	12747	62.7%
(Missing)	7384	36.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27.33333333	1	< 0.1%
27.525	1	< 0.1%
28.58333333	1	< 0.1%
29	3	< 0.1%
29.09574468	1	< 0.1%
30.76470588	1	< 0.1%
32.475	1	< 0.1%
32.66666667	1	< 0.1%
32.83333333	1	< 0.1%
32.91363636	1	< 0.1%

Value	Count	Frequency (%)
135.7222222	1	< 0.1%
134	1	< 0.1%
116.5454545	1	< 0.1%
115.8333333	1	< 0.1%
110.75	1	< 0.1%
109.9	1	< 0.1%
108.625	1	< 0.1%
108	1	< 0.1%
107.8	1	< 0.1%
107.1956522	1	< 0.1%

DBP-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	279
Distinct (%)	2.2%
Missing	7384
Missing (%)	36.3%
Infinite	0
Infinite (%)	0.0%
Mean	59.51185145

Minimum	22
Maximum	134
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	22
5-th percentile	45
Q1	53
median	58
Q3	65
95-th percentile	78
Maximum	134
Range	112
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	10.02244819
Coefficient of variation (CV)	0.1684109626
Kurtosis	1.393943938
Mean	59.51185145
Median Absolute Deviation (MAD)	6
Skewness	0.7247974181
Sum	770797.5
Variance	100.4494677
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55	460	2.3%
57	454	2.2%
56	422	2.1%
53	421	2.1%
58	398	2.0%
59	396	1.9%
54	387	1.9%
52	379	1.9%
60	377	1.9%
62	359	1.8%
Other values (269)	8899	43.8%
(Missing)	7384	36.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22	1	< 0.1%
26	1	< 0.1%
27.5	1	< 0.1%
28	1	< 0.1%
29	5	< 0.1%
30	1	< 0.1%
31	1	< 0.1%
31.5	1	< 0.1%
31.75	1	< 0.1%
32	2	< 0.1%

Value	Count	Frequency (%)
134	1	< 0.1%
131	1	< 0.1%
112	1	< 0.1%
110.75	1	< 0.1%
110	1	< 0.1%
109.5	1	< 0.1%
108.5	1	< 0.1%
108	2	< 0.1%
107	1	< 0.1%
105	1	< 0.1%

Resp-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	11537
Distinct (%)	56.8%
Missing	28
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	18.59127165

Minimum	7.739130435
Maximum	41.66666667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	7.739130435
5-th percentile	13.5625
Q1	16.05952381
median	18.09175084
Q3	20.57366558
95-th percentile	25.32476351
Maximum	41.66666667
Range	33.92753623
Interquartile range (IQR)	4.514141768

Descriptive statistics

Standard deviation	3.651738089
Coefficient of variation (CV)	0.1964221791
Kurtosis	1.590410436
Mean	18.59127165
Median Absolute Deviation (MAD)	2.216750842
Skewness	0.903422218
Sum	377551.5446
Variance	13.33519107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	71	0.3%
18	62	0.3%
17	58	0.3%
20	49	0.2%
17.5	48	0.2%
16.5	45	0.2%
19	44	0.2%
15	43	0.2%
18.5	41	0.2%
15.5	40	0.2%
Other values (11527)	19807	97.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.739130435	1	< 0.1%
8.404761905	1	< 0.1%
9	1	< 0.1%
9.2	1	< 0.1%
9.363636364	1	< 0.1%
9.429347826	1	< 0.1%
9.5	1	< 0.1%
9.608695652	1	< 0.1%
9.666666667	1	< 0.1%
9.790816327	1	< 0.1%

Value	Count	Frequency (%)
41.66666667	1	< 0.1%
40.22222222	1	< 0.1%
39.5	1	< 0.1%
38.15384615	1	< 0.1%
37.91304348	1	< 0.1%
37.75	1	< 0.1%
37.35714286	1	< 0.1%
37.3125	1	< 0.1%
36.87727273	1	< 0.1%
36.75	1	< 0.1%

Resp-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	156
Distinct (%)	0.8%
Missing	28
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	18.3511333

Minimum	6
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	6
5-th percentile	13
Q1	16
median	18
Q3	20.5
95-th percentile	25
Maximum	42
Range	36
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	3.862887796
Coefficient of variation (CV)	0.2104985961
Kurtosis	1.457467162
Mean	18.3511333
Median Absolute Deviation (MAD)	2
Skewness	0.8452002569
Sum	372674.815
Variance	14.92190212
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	2060	10.1%
18	2007	9.9%
17	1741	8.6%
20	1562	7.7%
19	1385	6.8%
15	1272	6.3%
14	1206	5.9%
21	991	4.9%
22	875	4.3%
23	572	2.8%
Other values (146)	6637	32.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	< 0.1%
8	8	< 0.1%
8.25	1	< 0.1%
9	8	< 0.1%
9.5	4	< 0.1%
10	71	0.3%
10.125	1	< 0.1%
10.25	1	< 0.1%
10.5	12	0.1%
10.625	1	< 0.1%

Value	Count	Frequency (%)
42	1	< 0.1%
41.5	1	< 0.1%
40	2	< 0.1%
38.5	2	< 0.1%
38	1	< 0.1%
37.5	1	< 0.1%
37	4	< 0.1%
36.75	1	< 0.1%
36.5	2	< 0.1%
36.25	2	< 0.1%

EtCO2-mean
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	20336
Missing (%)	100.0%
Memory size	159.0 KiB

EtCO2-median
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	20336
Missing (%)	100.0%
Memory size	159.0 KiB

BaseExcess-mean
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	1807
Distinct (%)	14.3%
Missing	7684
Missing (%)	37.8%
Infinite	0
Infinite (%)	0.0%
Mean	-0.3804393698

Minimum	-25
Maximum	25
Zeros	1018
Zeros (%)	5.0%
Negative	6636
Negative (%)	32.6%
Memory size	159.0 KiB

Quantile statistics

Minimum	-25
5-th percentile	-6.153571429
Q1	-2
median	-0.2857142857
Q3	1.2
95-th percentile	5.75
Maximum	25
Range	50
Interquartile range (IQR)	3.2

Descriptive statistics

Standard deviation	3.825150717
Coefficient of variation (CV)	-10.05456065
Kurtosis	4.943321824
Mean	-0.3804393698
Median Absolute Deviation (MAD)	1.714285714
Skewness	-0.0485160246
Sum	-4813.318907
Variance	14.63177801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1018	5.0%
-1	486	2.4%
1	463	2.3%
-2	369	1.8%
2	321	1.6%
3	251	1.2%
-3	239	1.2%
-0.5	216	1.1%
0.5	212	1.0%
4	175	0.9%
Other values (1797)	8902	43.8%
(Missing)	7684	37.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-25	1	< 0.1%
-24.5	1	< 0.1%
-24	2	< 0.1%
-22.66666667	1	< 0.1%
-22.25	1	< 0.1%
-21.75	1	< 0.1%
-21.6	1	< 0.1%
-21.07142857	1	< 0.1%
-20.5	2	< 0.1%
-20.33333333	1	< 0.1%

Value	Count	Frequency (%)
25	1	< 0.1%
24	1	< 0.1%
21	2	< 0.1%
20.71428571	1	< 0.1%
20	1	< 0.1%
19.33333333	1	< 0.1%
19	3	< 0.1%
18.81818182	1	< 0.1%
18.8	1	< 0.1%
18	3	< 0.1%

BaseExcess-median
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	125
Distinct (%)	1.0%
Missing	7684
Missing (%)	37.8%
Infinite	0
Infinite (%)	0.0%
Mean	-0.3486998103

Minimum	-25.5
Maximum	25
Zeros	2996
Zeros (%)	14.7%
Negative	5559
Negative (%)	27.3%
Memory size	159.0 KiB

Quantile statistics

Minimum	-25.5
5-th percentile	-6
Q1	-2
median	0
Q3	1
95-th percentile	6
Maximum	25
Range	50.5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.845161744
Coefficient of variation (CV)	-11.02714034
Kurtosis	5.010842562
Mean	-0.3486998103
Median Absolute Deviation (MAD)	2
Skewness	-0.08744974129
Sum	-4411.75
Variance	14.78526884
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2996	14.7%
-1	1165	5.7%
-2	913	4.5%
1	875	4.3%
-3	715	3.5%
2	665	3.3%
3	480	2.4%
-4	476	2.3%
-0.5	353	1.7%
4	344	1.7%
Other values (115)	3670	18.0%
(Missing)	7684	37.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-25.5	1	< 0.1%
-25	1	< 0.1%
-24.5	1	< 0.1%
-24	2	< 0.1%
-23	1	< 0.1%
-22.25	1	< 0.1%
-21.5	1	< 0.1%
-21	2	< 0.1%
-20.5	1	< 0.1%
-20	5	< 0.1%

Value	Count	Frequency (%)
25	1	< 0.1%
24	1	< 0.1%
21	3	< 0.1%
20	1	< 0.1%
19	5	< 0.1%
18	9	< 0.1%
17.5	1	< 0.1%
17	5	< 0.1%
16.5	1	< 0.1%
16	11	0.1%

HCO3-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	791
Distinct (%)	4.0%
Missing	535
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	24.40642358

Minimum	5
Maximum	54.33333333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	5
5-th percentile	18
Q1	22.2
median	24.33333333
Q3	26.5
95-th percentile	30.5
Maximum	54.33333333
Range	49.33333333
Interquartile range (IQR)	4.3

Descriptive statistics

Standard deviation	3.90020506
Coefficient of variation (CV)	0.1598023998
Kurtosis	3.089016315
Mean	24.40642358
Median Absolute Deviation (MAD)	2.166666667
Skewness	0.4065426165
Sum	483271.5934
Variance	15.21159951
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	1367	6.7%
24	1340	6.6%
26	1163	5.7%
23	1153	5.7%
22	891	4.4%
27	873	4.3%
28	576	2.8%
21	565	2.8%
24.5	533	2.6%
23.5	460	2.3%
Other values (781)	10880	53.5%
(Missing)	535	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	< 0.1%
6	1	< 0.1%
6.5	2	< 0.1%
7	1	< 0.1%
7.2	1	< 0.1%
7.428571429	1	< 0.1%
8	5	< 0.1%
8.363636364	1	< 0.1%
8.5	1	< 0.1%
9	5	< 0.1%

Value	Count	Frequency (%)
54.33333333	1	< 0.1%
51	1	< 0.1%
50	1	< 0.1%
48	1	< 0.1%
47.66666667	2	< 0.1%
46.5	1	< 0.1%
46.33333333	1	< 0.1%
46	2	< 0.1%
45.5	1	< 0.1%
45.25	1	< 0.1%

HCO3-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	101
Distinct (%)	0.5%
Missing	535
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	24.40773193

Minimum	5
Maximum	55
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	5
5-th percentile	18
Q1	22
median	24
Q3	26.5
95-th percentile	31
Maximum	55
Range	50
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	3.936552844
Coefficient of variation (CV)	0.1612830252
Kurtosis	3.050904352
Mean	24.40773193
Median Absolute Deviation (MAD)	2
Skewness	0.3942297783
Sum	483297.5
Variance	15.4964483
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	2056	10.1%
24	1972	9.7%
23	1783	8.8%
26	1670	8.2%
22	1407	6.9%
27	1248	6.1%
21	921	4.5%
28	833	4.1%
20	684	3.4%
24.5	589	2.9%
Other values (91)	6638	32.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	< 0.1%
6	1	< 0.1%
6.5	2	< 0.1%
7	3	< 0.1%
8	7	< 0.1%
8.5	2	< 0.1%
9	8	< 0.1%
9.5	2	< 0.1%
10	8	< 0.1%
10.5	2	< 0.1%

Value	Count	Frequency (%)
55	1	< 0.1%
51	1	< 0.1%
50	1	< 0.1%
49	1	< 0.1%
48	1	< 0.1%
47.5	1	< 0.1%
47	1	< 0.1%
46.5	1	< 0.1%
46	3	< 0.1%
45.5	1	< 0.1%

FiO2-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1891
Distinct (%)	15.8%
Missing	8349
Missing (%)	41.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.5401693434

Minimum	0
Maximum	10
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3766666667
Q1	0.4428571429
median	0.5055555556
Q3	0.6
95-th percentile	0.8333333333
Maximum	10
Range	10
Interquartile range (IQR)	0.1571428571

Descriptive statistics

Standard deviation	0.1667768776
Coefficient of variation (CV)	0.3087492462
Kurtosis	863.7380682
Mean	0.5401693434
Median Absolute Deviation (MAD)	0.07777777778
Skewness	15.93688734
Sum	6475.009919
Variance	0.0278145269
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	1114	5.5%
0.4	688	3.4%
0.6	338	1.7%
1	312	1.5%
0.45	231	1.1%
0.55	195	1.0%
0.625	192	0.9%
0.6666666667	166	0.8%
0.4	164	0.8%
0.7	137	0.7%
Other values (1881)	8450	41.6%
(Missing)	8349	41.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
0.02	2	< 0.1%
0.03	4	< 0.1%
0.04	3	< 0.1%
0.08	1	< 0.1%
0.11	1	< 0.1%
0.15	1	< 0.1%
0.18	1	< 0.1%
0.184	1	< 0.1%
0.2	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
1	312	1.5%
0.9966666667	1	< 0.1%
0.9947368421	1	< 0.1%
0.9933333333	1	< 0.1%
0.9928571429	1	< 0.1%
0.9916666667	1	< 0.1%
0.99	4	< 0.1%
0.9884210526	1	< 0.1%
0.9875	1	< 0.1%

FiO2-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	102
Distinct (%)	0.9%
Missing	8349
Missing (%)	41.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.509014766

Minimum	0
Maximum	10
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.35
Q1	0.4
median	0.5
Q3	0.5
95-th percentile	0.9
Maximum	10
Range	10
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.1741220653
Coefficient of variation (CV)	0.3420766486
Kurtosis	737.4129205
Mean	0.509014766
Median Absolute Deviation (MAD)	0.1
Skewness	14.6051189
Sum	6101.56
Variance	0.03031849361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	4390	21.6%
0.4	3627	17.8%
0.6	811	4.0%
1	506	2.5%
0.7	483	2.4%
0.45	419	2.1%
0.35	313	1.5%
0.55	260	1.3%
0.3	165	0.8%
0.8	135	0.7%
Other values (92)	878	4.3%
(Missing)	8349	41.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
0.02	2	< 0.1%
0.03	4	< 0.1%
0.04	7	< 0.1%
0.05	2	< 0.1%
0.08	1	< 0.1%
0.11	1	< 0.1%
0.15	1	< 0.1%
0.2	30	0.1%
0.205	2	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
1	506	2.5%
0.995	1	< 0.1%
0.99	5	< 0.1%
0.98	4	< 0.1%
0.975	3	< 0.1%
0.97	2	< 0.1%
0.965	2	< 0.1%
0.96	1	< 0.1%
0.955	1	< 0.1%

pH-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2188
Distinct (%)	16.6%
Missing	7155
Missing (%)	35.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.383642509

Minimum	6.63
Maximum	7.73
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	6.63
5-th percentile	7.29
Q1	7.355
median	7.386666667
Q3	7.42
95-th percentile	7.47
Maximum	7.73
Range	1.1
Interquartile range (IQR)	0.065

Descriptive statistics

Standard deviation	0.05900372908
Coefficient of variation (CV)	0.007991141095
Kurtosis	9.115096707
Mean	7.383642509
Median Absolute Deviation (MAD)	0.03238095238
Skewness	-1.361189307
Sum	97323.79191
Variance	0.003481440046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.4	329	1.6%
7.37	328	1.6%
7.38	324	1.6%
7.42	259	1.3%
7.43	244	1.2%
7.41	230	1.1%
7.39	188	0.9%
7.44	184	0.9%
7.35	177	0.9%
7.36	170	0.8%
Other values (2178)	10748	52.9%
(Missing)	7155	35.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.63	1	< 0.1%
6.65	1	< 0.1%
6.87	1	< 0.1%
6.9	1	< 0.1%
6.94	1	< 0.1%
6.94	1	< 0.1%
6.95	1	< 0.1%
6.96	1	< 0.1%
6.962	1	< 0.1%
6.975	1	< 0.1%

Value	Count	Frequency (%)
7.73	1	< 0.1%
7.695	1	< 0.1%
7.66	1	< 0.1%
7.63	1	< 0.1%
7.59	1	< 0.1%
7.585	1	< 0.1%
7.575	1	< 0.1%
7.573333333	1	< 0.1%
7.566666667	1	< 0.1%
7.565	1	< 0.1%

pH-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	153
Distinct (%)	1.2%
Missing	7155
Missing (%)	35.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.384674911

Minimum	6.63
Maximum	7.73
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	6.63
5-th percentile	7.29
Q1	7.355
median	7.39
Q3	7.42
95-th percentile	7.47
Maximum	7.73
Range	1.1
Interquartile range (IQR)	0.065

Descriptive statistics

Standard deviation	0.05959166947
Coefficient of variation (CV)	0.008069640193
Kurtosis	8.812019318
Mean	7.384674911
Median Absolute Deviation (MAD)	0.03
Skewness	-1.340091006
Sum	97337.4
Variance	0.003551167071
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.4	906	4.5%
7.38	834	4.1%
7.37	799	3.9%
7.39	730	3.6%
7.41	717	3.5%
7.42	681	3.3%
7.35	605	3.0%
7.36	600	3.0%
7.43	551	2.7%
7.34	465	2.3%
Other values (143)	6293	30.9%
(Missing)	7155	35.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.63	1	< 0.1%
6.65	1	< 0.1%
6.87	1	< 0.1%
6.9	1	< 0.1%
6.92	1	< 0.1%
6.94	1	< 0.1%
6.94	1	< 0.1%
6.96	2	< 0.1%
6.97	1	< 0.1%
6.975	1	< 0.1%

Value	Count	Frequency (%)
7.73	1	< 0.1%
7.695	1	< 0.1%
7.66	1	< 0.1%
7.63	1	< 0.1%
7.59	2	< 0.1%
7.585	1	< 0.1%
7.58	1	< 0.1%
7.575	1	< 0.1%
7.565	1	< 0.1%
7.56	1	< 0.1%

PaCO2-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2061
Distinct (%)	16.4%
Missing	7759
Missing (%)	38.2%
Infinite	0
Infinite (%)	0.0%
Mean	41.14150912

Minimum	10
Maximum	98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	10
5-th percentile	31
Q1	36.875
median	40.26923077
Q3	44.1875
95-th percentile	53.40571429
Maximum	98
Range	88
Interquartile range (IQR)	7.3125

Descriptive statistics

Standard deviation	7.683341373
Coefficient of variation (CV)	0.1867539995
Kurtosis	7.048028623
Mean	41.14150912
Median Absolute Deviation (MAD)	3.730769231
Skewness	1.704228689
Sum	517436.7602
Variance	59.03373465
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	303	1.5%
38	283	1.4%
41	280	1.4%
39	278	1.4%
43	262	1.3%
42	260	1.3%
37	253	1.2%
44	238	1.2%
36	202	1.0%
45	195	1.0%
Other values (2051)	10023	49.3%
(Missing)	7759	38.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	< 0.1%
15.5	1	< 0.1%
16	2	< 0.1%
17	1	< 0.1%
18.75	1	< 0.1%
18.83333333	1	< 0.1%
19	1	< 0.1%
19.14285714	1	< 0.1%
19.2	1	< 0.1%
19.25	1	< 0.1%

Value	Count	Frequency (%)
98	1	< 0.1%
96.75	1	< 0.1%
95.33333333	1	< 0.1%
94	1	< 0.1%
93.5	1	< 0.1%
93	2	< 0.1%
91.66666667	1	< 0.1%
91.25	1	< 0.1%
90	1	< 0.1%
89.5	1	< 0.1%

PaCO2-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	188
Distinct (%)	1.5%
Missing	7759
Missing (%)	38.2%
Infinite	0
Infinite (%)	0.0%
Mean	40.97686253

Minimum	10
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	10
5-th percentile	31
Q1	37
median	40
Q3	44
95-th percentile	53
Maximum	99
Range	89
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.724370697
Coefficient of variation (CV)	0.1885056644
Kurtosis	7.101296055
Mean	40.97686253
Median Absolute Deviation (MAD)	4
Skewness	1.691919114
Sum	515366
Variance	59.66590267
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	733	3.6%
39	680	3.3%
41	669	3.3%
38	665	3.3%
42	627	3.1%
37	594	2.9%
43	564	2.8%
36	535	2.6%
44	502	2.5%
35	411	2.0%
Other values (178)	6597	32.4%
(Missing)	7759	38.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	< 0.1%
15.5	1	< 0.1%
16	3	< 0.1%
18	2	< 0.1%
18.5	1	< 0.1%
19	4	< 0.1%
19.5	1	< 0.1%
20	6	< 0.1%
20.5	4	< 0.1%
21	9	< 0.1%

Value	Count	Frequency (%)
99	1	< 0.1%
98	1	< 0.1%
96.5	1	< 0.1%
94	1	< 0.1%
93.5	1	< 0.1%
93	2	< 0.1%
92	1	< 0.1%
91	1	< 0.1%
89.5	1	< 0.1%
89	5	< 0.1%

SaO2-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1382
Distinct (%)	17.4%
Missing	12373
Missing (%)	60.8%
Infinite	0
Infinite (%)	0.0%
Mean	91.7306866

Minimum	29.5
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	29.5
5-th percentile	71
Q1	89.29705882
median	96
Q3	97.7
95-th percentile	98.66666667
Maximum	100
Range	70.5
Interquartile range (IQR)	8.402941176

Descriptive statistics

Standard deviation	9.105877385
Coefficient of variation (CV)	0.09926751584
Kurtosis	4.497235356
Mean	91.7306866
Median Absolute Deviation (MAD)	2
Skewness	-2.023994356
Sum	730451.4574
Variance	82.91700296
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98	1025	5.0%
97	576	2.8%
99	315	1.5%
96	309	1.5%
97.5	226	1.1%
98.5	170	0.8%
95	160	0.8%
96.5	113	0.6%
94	110	0.5%
97.66666667	98	0.5%
Other values (1372)	4861	23.9%
(Missing)	12373	60.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
29.5	1	< 0.1%
30	1	< 0.1%
31.5	1	< 0.1%
32.25	1	< 0.1%
40	1	< 0.1%
41.25	1	< 0.1%
41.33333333	1	< 0.1%
41.5	1	< 0.1%
42	1	< 0.1%
43	1	< 0.1%

Value	Count	Frequency (%)
100	18	0.1%
99.5	2	< 0.1%
99.33333333	1	< 0.1%
99.2	2	< 0.1%
99	315	1.5%
98.83333333	3	< 0.1%
98.82142857	1	< 0.1%
98.8	1	< 0.1%
98.79166667	1	< 0.1%
98.75	13	0.1%

SaO2-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	158
Distinct (%)	2.0%
Missing	12373
Missing (%)	60.8%
Infinite	0
Infinite (%)	0.0%
Mean	92.95674997

Minimum	29.5
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	29.5
5-th percentile	69
Q1	94.5
median	97
Q3	98
95-th percentile	99
Maximum	100
Range	70.5
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	9.561328494
Coefficient of variation (CV)	0.1028578183
Kurtosis	5.396745734
Mean	92.95674997
Median Absolute Deviation (MAD)	1
Skewness	-2.381941831
Sum	740214.6
Variance	91.41900257
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98	2084	10.2%
97	1364	6.7%
96	701	3.4%
99	459	2.3%
97.5	344	1.7%
95	339	1.7%
96.5	229	1.1%
94	205	1.0%
98.5	198	1.0%
95.5	109	0.5%
Other values (148)	1931	9.5%
(Missing)	12373	60.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
29.5	1	< 0.1%
30	1	< 0.1%
31	1	< 0.1%
31.5	1	< 0.1%
40	1	< 0.1%
40.5	1	< 0.1%
41.5	1	< 0.1%
42	2	< 0.1%
43	1	< 0.1%
44	2	< 0.1%

Value	Count	Frequency (%)
100	21	0.1%
99.5	3	< 0.1%
99	459	2.3%
98.9	1	< 0.1%
98.75	3	< 0.1%
98.5	198	1.0%
98.25	10	< 0.1%
98	2084	10.2%
97.875	2	< 0.1%
97.75	5	< 0.1%

AST-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1304
Distinct (%)	22.1%
Missing	14443
Missing (%)	71.0%
Infinite	0
Infinite (%)	0.0%
Mean	185.7381345

Minimum	3
Maximum	9210
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	3
5-th percentile	14
Q1	23.33333333
median	43
Q3	98
95-th percentile	688.6
Maximum	9210
Range	9207
Interquartile range (IQR)	74.66666667

Descriptive statistics

Standard deviation	618.0870944
Coefficient of variation (CV)	3.327733941
Kurtosis	71.7154808
Mean	185.7381345
Median Absolute Deviation (MAD)	24
Skewness	7.728193141
Sum	1094554.827
Variance	382031.6562
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	126	0.6%
18	125	0.6%
24	119	0.6%
17	119	0.6%
16	116	0.6%
22	113	0.6%
20	106	0.5%
15	104	0.5%
21	103	0.5%
23	95	0.5%
Other values (1294)	4767	23.4%
(Missing)	14443	71.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	2	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	5	< 0.1%
7	5	< 0.1%
8	10	< 0.1%
8.25	1	< 0.1%
8.4	1	< 0.1%
8.5	3	< 0.1%
9	14	0.1%

Value	Count	Frequency (%)
9210	1	< 0.1%
8591	1	< 0.1%
7868.8	1	< 0.1%
7697.333333	1	< 0.1%
7438.5	1	< 0.1%
7393	1	< 0.1%
7279.4	1	< 0.1%
7174	1	< 0.1%
6982.5	1	< 0.1%
6910.5	1	< 0.1%

AST-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	949
Distinct (%)	16.1%
Missing	14443
Missing (%)	71.0%
Infinite	0
Infinite (%)	0.0%
Mean	182.4755218

Minimum	3
Maximum	9210
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	3
5-th percentile	14
Q1	23
median	42
Q3	98
95-th percentile	659.6
Maximum	9210
Range	9207
Interquartile range (IQR)	75

Descriptive statistics

Standard deviation	618.8133575
Coefficient of variation (CV)	3.391212977
Kurtosis	76.78142027
Mean	182.4755218
Median Absolute Deviation (MAD)	23
Skewness	8.007395477
Sum	1075328.25
Variance	382929.9714
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24	131	0.6%
18	131	0.6%
19	123	0.6%
17	122	0.6%
16	118	0.6%
22	116	0.6%
20	111	0.5%
21	108	0.5%
15	106	0.5%
23	101	0.5%
Other values (939)	4726	23.2%
(Missing)	14443	71.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	2	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	5	< 0.1%
7	5	< 0.1%
8	11	0.1%
8.25	1	< 0.1%
8.5	3	< 0.1%
9	16	0.1%
9.5	1	< 0.1%

Value	Count	Frequency (%)
9210	1	< 0.1%
8591	1	< 0.1%
8472	1	< 0.1%
7751	1	< 0.1%
7699	1	< 0.1%
7634	1	< 0.1%
7505	1	< 0.1%
7438.5	1	< 0.1%
7174	1	< 0.1%
6949	1	< 0.1%

BUN-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1554
Distinct (%)	7.8%
Missing	427
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	22.57039553

Minimum	1.285714286
Maximum	227.3333333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	1.285714286
5-th percentile	7
Q1	12
median	17
Q3	26
95-th percentile	59.27142857
Maximum	227.3333333
Range	226.047619
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	18.18592295
Coefficient of variation (CV)	0.8057423239
Kurtosis	10.13880362
Mean	22.57039553
Median Absolute Deviation (MAD)	6
Skewness	2.679689373
Sum	449354.0046
Variance	330.7277934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	578	2.8%
14	571	2.8%
13	566	2.8%
12	541	2.7%
15	508	2.5%
10	486	2.4%
16	475	2.3%
17	442	2.2%
9	435	2.1%
18	389	1.9%
Other values (1544)	14918	73.4%
(Missing)	427	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.285714286	1	< 0.1%
1.5	1	< 0.1%
1.666666667	1	< 0.1%
1.857142857	1	< 0.1%
2	8	< 0.1%
2.333333333	2	< 0.1%
2.5	5	< 0.1%
2.666666667	3	< 0.1%
2.8	2	< 0.1%
3	34	0.2%

Value	Count	Frequency (%)
227.3333333	1	< 0.1%
187.5	1	< 0.1%
178.5	1	< 0.1%
177	1	< 0.1%
170.5	1	< 0.1%
169.5	1	< 0.1%
168	1	< 0.1%
166.75	1	< 0.1%
163.3333333	1	< 0.1%
159.3333333	1	< 0.1%

BUN-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	284
Distinct (%)	1.4%
Missing	427
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	22.49028078

Minimum	1
Maximum	232
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	12
median	17
Q3	26
95-th percentile	59.5
Maximum	232
Range	231
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	18.27856067
Coefficient of variation (CV)	0.812731546
Kurtosis	10.28869399
Mean	22.49028078
Median Absolute Deviation (MAD)	6
Skewness	2.698542597
Sum	447759
Variance	334.1057801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	838	4.1%
14	832	4.1%
11	830	4.1%
12	806	4.0%
15	786	3.9%
16	740	3.6%
10	719	3.5%
17	647	3.2%
9	609	3.0%
18	597	2.9%
Other values (274)	12505	61.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
1.5	1	< 0.1%
2	14	0.1%
2.5	5	< 0.1%
3	49	0.2%
3.5	20	0.1%
4	89	0.4%
4.5	35	0.2%
5	190	0.9%
5.5	67	0.3%

Value	Count	Frequency (%)
232	1	< 0.1%
187.5	1	< 0.1%
177	1	< 0.1%
175.5	1	< 0.1%
172	1	< 0.1%
169.5	1	< 0.1%
169	1	< 0.1%
166.5	1	< 0.1%
166	1	< 0.1%
164	1	< 0.1%

Alkalinephos-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1107
Distinct (%)	19.4%
Missing	14633
Missing (%)	72.0%
Infinite	0
Infinite (%)	0.0%
Mean	109.4410878

Minimum	7
Maximum	3726
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	7
5-th percentile	37
Q1	57
median	77
Q3	114
95-th percentile	278
Maximum	3726
Range	3719
Interquartile range (IQR)	57

Descriptive statistics

Standard deviation	131.1173409
Coefficient of variation (CV)	1.19806321
Kurtosis	169.7134387
Mean	109.4410878
Median Absolute Deviation (MAD)	25
Skewness	9.646002046
Sum	624142.5237
Variance	17191.75709
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55	69	0.3%
63	67	0.3%
67	67	0.3%
59	67	0.3%
60	65	0.3%
49	64	0.3%
64	62	0.3%
61	62	0.3%
53	61	0.3%
66	60	0.3%
Other values (1097)	5059	24.9%
(Missing)	14633	72.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	< 0.1%
12	1	< 0.1%
15	1	< 0.1%
17	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
19.5	2	< 0.1%
20	2	< 0.1%
22	2	< 0.1%
22.33333333	1	< 0.1%

Value	Count	Frequency (%)
3726	1	< 0.1%
2528	1	< 0.1%
2182.666667	1	< 0.1%
2145.5	1	< 0.1%
2020	1	< 0.1%
1669	1	< 0.1%
1529	1	< 0.1%
1477.666667	1	< 0.1%
1437	1	< 0.1%
1288	1	< 0.1%

Alkalinephos-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	679
Distinct (%)	11.9%
Missing	14633
Missing (%)	72.0%
Infinite	0
Infinite (%)	0.0%
Mean	109.3258811

Minimum	7
Maximum	3726
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	7
5-th percentile	37
Q1	56.5
median	77
Q3	114
95-th percentile	277.9
Maximum	3726
Range	3719
Interquartile range (IQR)	57.5

Descriptive statistics

Standard deviation	131.6314989
Coefficient of variation (CV)	1.204028703
Kurtosis	170.2751897
Mean	109.3258811
Median Absolute Deviation (MAD)	25
Skewness	9.686414502
Sum	623485.5
Variance	17326.8515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59	78	0.4%
67	74	0.4%
55	74	0.4%
63	71	0.3%
60	70	0.3%
49	69	0.3%
61	68	0.3%
53	68	0.3%
52	66	0.3%
69	65	0.3%
Other values (669)	5000	24.6%
(Missing)	14633	72.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	< 0.1%
12	1	< 0.1%
15	1	< 0.1%
17	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
19.5	2	< 0.1%
20	2	< 0.1%
22	3	< 0.1%
22.5	1	< 0.1%

Value	Count	Frequency (%)
3726	1	< 0.1%
2528	1	< 0.1%
2332	1	< 0.1%
2145.5	1	< 0.1%
2020	1	< 0.1%
1669	1	< 0.1%
1500	1	< 0.1%
1451	1	< 0.1%
1437	1	< 0.1%
1279	1	< 0.1%

Calcium-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	905
Distinct (%)	5.5%
Missing	3789
Missing (%)	18.6%
Infinite	0
Infinite (%)	0.0%
Mean	8.347046095

Minimum	3.9
Maximum	16.76666667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	3.9
5-th percentile	7.3
Q1	7.9
median	8.325
Q3	8.75
95-th percentile	9.433333333
Maximum	16.76666667
Range	12.86666667
Interquartile range (IQR)	0.85

Descriptive statistics

Standard deviation	0.6981063075
Coefficient of variation (CV)	0.08363513267
Kurtosis	6.594771934
Mean	8.347046095
Median Absolute Deviation (MAD)	0.425
Skewness	0.7262989842
Sum	138118.5717
Variance	0.4873524166
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.5	656	3.2%
8.3	603	3.0%
8.6	597	2.9%
8.4	595	2.9%
8.2	567	2.8%
8.1	550	2.7%
8	508	2.5%
8.7	471	2.3%
8.8	463	2.3%
7.9	395	1.9%
Other values (895)	11142	54.8%
(Missing)	3789	18.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.9	1	< 0.1%
4.5	1	< 0.1%
4.671428571	1	< 0.1%
4.7	2	< 0.1%
5.3	3	< 0.1%
5.4	1	< 0.1%
5.6	3	< 0.1%
5.7	1	< 0.1%
5.7	2	< 0.1%
5.7625	1	< 0.1%

Value	Count	Frequency (%)
16.76666667	1	< 0.1%
15.7	1	< 0.1%
15.65	1	< 0.1%
15.4	1	< 0.1%
14.95	1	< 0.1%
14.825	1	< 0.1%
13.95	1	< 0.1%
13.6	1	< 0.1%
13.33333333	1	< 0.1%
13.2	1	< 0.1%

Calcium-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	187
Distinct (%)	1.1%
Missing	3789
Missing (%)	18.6%
Infinite	0
Infinite (%)	0.0%
Mean	8.347399831

Minimum	3.9
Maximum	17.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	3.9
5-th percentile	7.3
Q1	7.9
median	8.3
Q3	8.75
95-th percentile	9.4
Maximum	17.5
Range	13.6
Interquartile range (IQR)	0.85

Descriptive statistics

Standard deviation	0.6970001317
Coefficient of variation (CV)	0.08349907107
Kurtosis	7.022790756
Mean	8.347399831
Median Absolute Deviation (MAD)	0.4
Skewness	0.7303607778
Sum	138124.425
Variance	0.4858091837
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.3	855	4.2%
8.2	824	4.1%
8.5	822	4.0%
8.4	810	4.0%
8.1	763	3.8%
8.6	735	3.6%
8	702	3.5%
8.7	702	3.5%
8.8	630	3.1%
7.9	621	3.1%
Other values (177)	9083	44.7%
(Missing)	3789	18.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.9	1	< 0.1%
4.5	2	< 0.1%
4.7	2	< 0.1%
5.2	1	< 0.1%
5.3	3	< 0.1%
5.4	1	< 0.1%
5.5	1	< 0.1%
5.6	3	< 0.1%
5.7	1	< 0.1%
5.7	1	< 0.1%

Value	Count	Frequency (%)
17.5	1	< 0.1%
15.7	1	< 0.1%
15.6	1	< 0.1%
15.4	1	< 0.1%
14.95	1	< 0.1%
14.5	1	< 0.1%
14.15	1	< 0.1%
13.95	1	< 0.1%
13.1	1	< 0.1%
13	1	< 0.1%

Chloride-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	930
Distinct (%)	4.7%
Missing	542
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	105.5217411

Minimum	67.5
Maximum	138.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	67.5
5-th percentile	97
Q1	102.6666667
median	106
Q3	108.6666667
95-th percentile	113.3333333
Maximum	138.6
Range	71.1
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.122767032
Coefficient of variation (CV)	0.04854702904
Kurtosis	1.836872713
Mean	105.5217411
Median Absolute Deviation (MAD)	3
Skewness	-0.2649815802
Sum	2088697.344
Variance	26.24274206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
107	913	4.5%
106	911	4.5%
105	884	4.3%
108	781	3.8%
103	749	3.7%
104	722	3.6%
109	647	3.2%
102	553	2.7%
110	515	2.5%
101	491	2.4%
Other values (920)	12628	62.1%
(Missing)	542	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
67.5	1	< 0.1%
73	1	< 0.1%
74	1	< 0.1%
75.55555556	1	< 0.1%
78.28571429	1	< 0.1%
79.66666667	1	< 0.1%
80.33333333	1	< 0.1%
81	3	< 0.1%
81.33333333	1	< 0.1%
82	1	< 0.1%

Value	Count	Frequency (%)
138.6	1	< 0.1%
135.125	1	< 0.1%
133.75	1	< 0.1%
133	1	< 0.1%
132.8333333	1	< 0.1%
132	1	< 0.1%
131	2	< 0.1%
129.8947368	1	< 0.1%
129	1	< 0.1%
128.5	2	< 0.1%

Chloride-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	115
Distinct (%)	0.6%
Missing	542
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	105.5525538

Minimum	67.5
Maximum	139
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	67.5
5-th percentile	97
Q1	102.5
median	106
Q3	109
95-th percentile	113.5
Maximum	139
Range	71.5
Interquartile range (IQR)	6.5

Descriptive statistics

Standard deviation	5.188519711
Coefficient of variation (CV)	0.04915579514
Kurtosis	1.865026289
Mean	105.5525538
Median Absolute Deviation (MAD)	3
Skewness	-0.2435998154
Sum	2089307.25
Variance	26.9207368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
106	1410	6.9%
107	1373	6.8%
105	1328	6.5%
108	1212	6.0%
104	1158	5.7%
109	1080	5.3%
103	1030	5.1%
110	856	4.2%
102	830	4.1%
101	703	3.5%
Other values (105)	8814	43.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
67.5	1	< 0.1%
70	1	< 0.1%
73	1	< 0.1%
74	1	< 0.1%
79	2	< 0.1%
80	1	< 0.1%
81	4	< 0.1%
82	2	< 0.1%
82.5	1	< 0.1%
83	4	< 0.1%

Value	Count	Frequency (%)
139	1	< 0.1%
136	1	< 0.1%
134	1	< 0.1%
133	1	< 0.1%
132.5	1	< 0.1%
131	3	< 0.1%
130.5	1	< 0.1%
129	2	< 0.1%
128.5	1	< 0.1%
128	6	< 0.1%

Creatinine-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1326
Distinct (%)	6.7%
Missing	461
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.298793482

Minimum	0.1
Maximum	27.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.5
Q1	0.7
median	0.9
Q3	1.24
95-th percentile	3.925
Maximum	27.4
Range	27.3
Interquartile range (IQR)	0.54

Descriptive statistics

Standard deviation	1.417181747
Coefficient of variation (CV)	1.091152494
Kurtosis	29.28253775
Mean	1.298793482
Median Absolute Deviation (MAD)	0.25
Skewness	4.486914185
Sum	25813.52045
Variance	2.008404104
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7	1301	6.4%
0.8	1268	6.2%
0.9	1206	5.9%
0.6	1144	5.6%
1	893	4.4%
0.5	722	3.6%
0.75	568	2.8%
1.1	531	2.6%
0.85	431	2.1%
0.65	429	2.1%
Other values (1316)	11382	56.0%
(Missing)	461	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	3	< 0.1%
0.1	1	< 0.1%
0.1333333333	3	< 0.1%
0.15	3	< 0.1%
0.1666666667	1	< 0.1%
0.2	3	< 0.1%
0.2	11	0.1%
0.2	3	< 0.1%
0.2333333333	2	< 0.1%
0.25	11	0.1%

Value	Count	Frequency (%)
27.4	1	< 0.1%
20.96666667	1	< 0.1%
18.2	1	< 0.1%
17.6	1	< 0.1%
17.3	1	< 0.1%
15.85	1	< 0.1%
15.7	1	< 0.1%
15.6	1	< 0.1%
15.51666667	1	< 0.1%
15.275	1	< 0.1%

Creatinine-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	309
Distinct (%)	1.6%
Missing	461
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.296369811

Minimum	0.1
Maximum	28
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.5
Q1	0.7
median	0.9
Q3	1.2
95-th percentile	3.9
Maximum	28
Range	27.9
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	1.412576324
Coefficient of variation (CV)	1.089639941
Kurtosis	28.50670414
Mean	1.296369811
Median Absolute Deviation (MAD)	0.25
Skewness	4.437319699
Sum	25765.35
Variance	1.995371872
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7	2048	10.1%
0.8	1998	9.8%
0.9	1698	8.3%
0.6	1638	8.1%
1	1233	6.1%
0.5	1080	5.3%
1.1	882	4.3%
0.75	603	3.0%
1.2	569	2.8%
0.85	494	2.4%
Other values (299)	7632	37.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	7	< 0.1%
0.15	3	< 0.1%
0.2	21	0.1%
0.25	11	0.1%
0.3	98	0.5%
0.3	4	< 0.1%
0.35	59	0.3%
0.4	401	2.0%
0.45	4	< 0.1%
0.45	157	0.8%

Value	Count	Frequency (%)
28	1	< 0.1%
18.2	1	< 0.1%
17.6	1	< 0.1%
17.3	1	< 0.1%
15.85	1	< 0.1%
15.8	1	< 0.1%
15.7	1	< 0.1%
15.6	1	< 0.1%
14.75	1	< 0.1%
14.65	1	< 0.1%

Bilirubin_direct-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	201
Distinct (%)	34.3%
Missing	19750
Missing (%)	97.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.642075183

Minimum	0.1
Maximum	37.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.1
Q1	0.4
median	1
Q3	2.9
95-th percentile	10.6125
Maximum	37.5
Range	37.4
Interquartile range (IQR)	2.5

Descriptive statistics

Standard deviation	4.413299266
Coefficient of variation (CV)	1.670391249
Kurtosis	18.3851269
Mean	2.642075183
Median Absolute Deviation (MAD)	0.8
Skewness	3.767365242
Sum	1548.256057
Variance	19.47721041
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	52	0.3%
0.1	43	0.2%
0.4	38	0.2%
0.3	29	0.1%
0.6	24	0.1%
0.5	23	0.1%
0.8	16	0.1%
0.7	13	0.1%
1.1	13	0.1%
1	10	< 0.1%
Other values (191)	325	1.6%
(Missing)	19750	97.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	43	0.2%
0.1666666667	1	< 0.1%
0.2	52	0.3%
0.25	2	< 0.1%
0.3	29	0.1%
0.32	1	< 0.1%
0.35	4	< 0.1%
0.3666666667	1	< 0.1%
0.4	1	< 0.1%
0.4	38	0.2%

Value	Count	Frequency (%)
37.5	1	< 0.1%
35	1	< 0.1%
30	1	< 0.1%
25.95	1	< 0.1%
22.2	1	< 0.1%
21.2	2	< 0.1%
21	1	< 0.1%
20.05	1	< 0.1%
19.8	1	< 0.1%
19.65	1	< 0.1%

Bilirubin_direct-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	147
Distinct (%)	25.1%
Missing	19750
Missing (%)	97.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.631399317

Minimum	0.1
Maximum	37.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.1
Q1	0.4
median	1
Q3	2.9
95-th percentile	9.8875
Maximum	37.5
Range	37.4
Interquartile range (IQR)	2.5

Descriptive statistics

Standard deviation	4.444859175
Coefficient of variation (CV)	1.689161787
Kurtosis	18.54377071
Mean	2.631399317
Median Absolute Deviation (MAD)	0.8
Skewness	3.80559874
Sum	1542
Variance	19.75677308
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	53	0.3%
0.1	43	0.2%
0.4	42	0.2%
0.3	31	0.2%
0.6	27	0.1%
0.5	24	0.1%
0.8	20	0.1%
0.7	15	0.1%
0.9	14	0.1%
1.6	13	0.1%
Other values (137)	304	1.5%
(Missing)	19750	97.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	43	0.2%
0.2	53	0.3%
0.25	2	< 0.1%
0.3	31	0.2%
0.35	5	< 0.1%
0.4	42	0.2%
0.45	3	< 0.1%
0.5	24	0.1%
0.55	3	< 0.1%
0.6	27	0.1%

Value	Count	Frequency (%)
37.5	1	< 0.1%
35	1	< 0.1%
30	1	< 0.1%
25.95	1	< 0.1%
25.2	1	< 0.1%
22.2	1	< 0.1%
21.65	1	< 0.1%
21.2	1	< 0.1%
21	1	< 0.1%
19.8	1	< 0.1%

Glucose-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	4538
Distinct (%)	22.8%
Missing	407
Missing (%)	2.0%
Infinite	0
Infinite (%)	0.0%
Mean	132.6371371

Minimum	19
Maximum	693.1333333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	19
5-th percentile	88
Q1	109.625
median	125
Q3	146
95-th percentile	202.9
Maximum	693.1333333
Range	674.1333333
Interquartile range (IQR)	36.375

Descriptive statistics

Standard deviation	39.28551348
Coefficient of variation (CV)	0.2961878878
Kurtosis	15.36827196
Mean	132.6371371
Median Absolute Deviation (MAD)	17.66666667
Skewness	2.596670717
Sum	2643325.505
Variance	1543.351569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
105	135	0.7%
112	125	0.6%
120	121	0.6%
121	118	0.6%
108	118	0.6%
124	118	0.6%
122	117	0.6%
119	117	0.6%
114	116	0.6%
110	113	0.6%
Other values (4528)	18731	92.1%
(Missing)	407	2.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19	1	< 0.1%
31	1	< 0.1%
38	2	< 0.1%
40	1	< 0.1%
41	1	< 0.1%
42	2	< 0.1%
46	1	< 0.1%
47	2	< 0.1%
48	1	< 0.1%
51	3	< 0.1%

Value	Count	Frequency (%)
693.1333333	1	< 0.1%
671.5	1	< 0.1%
666	1	< 0.1%
563	1	< 0.1%
521.3333333	1	< 0.1%
509.25	1	< 0.1%
501	1	< 0.1%
499.3333333	1	< 0.1%
472	1	< 0.1%
463	1	< 0.1%

Glucose-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	702
Distinct (%)	3.5%
Missing	407
Missing (%)	2.0%
Infinite	0
Infinite (%)	0.0%
Mean	130.3958929

Minimum	19
Maximum	755
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	19
5-th percentile	87
Q1	107.5
median	123
Q3	143.5
95-th percentile	199
Maximum	755
Range	736
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	38.94551034
Coefficient of variation (CV)	0.2986712961
Kurtosis	17.93101417
Mean	130.3958929
Median Absolute Deviation (MAD)	17.5
Skewness	2.760072682
Sum	2598659.75
Variance	1516.752776
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
119	276	1.4%
118	270	1.3%
121	265	1.3%
109	261	1.3%
112	249	1.2%
114	245	1.2%
116	241	1.2%
127	236	1.2%
120	235	1.2%
123	234	1.2%
Other values (692)	17417	85.6%
(Missing)	407	2.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19	1	< 0.1%
31	1	< 0.1%
38	2	< 0.1%
40	1	< 0.1%
41	1	< 0.1%
42	2	< 0.1%
46	2	< 0.1%
47	2	< 0.1%
48	1	< 0.1%
49	1	< 0.1%

Value	Count	Frequency (%)
755	1	< 0.1%
671.5	1	< 0.1%
666	1	< 0.1%
563	1	< 0.1%
542	1	< 0.1%
531	1	< 0.1%
522.5	1	< 0.1%
501	1	< 0.1%
482.5	1	< 0.1%
472	1	< 0.1%

Lactate-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1364
Distinct (%)	17.6%
Missing	12603
Missing (%)	62.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.093051854

Minimum	0.3
Maximum	26.95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.3
5-th percentile	0.8
Q1	1.2
median	1.666666667
Q3	2.4
95-th percentile	4.614
Maximum	26.95
Range	26.65
Interquartile range (IQR)	1.2

Descriptive statistics

Standard deviation	1.703575579
Coefficient of variation (CV)	0.8139194333
Kurtosis	35.54188518
Mean	2.093051854
Median Absolute Deviation (MAD)	0.5333333333
Skewness	4.752367759
Sum	16185.56998
Variance	2.902169752
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	297	1.5%
1.2	290	1.4%
1.3	282	1.4%
1.4	258	1.3%
0.9	249	1.2%
1.1	242	1.2%
1.5	240	1.2%
1.6	222	1.1%
1.7	189	0.9%
1.8	184	0.9%
Other values (1354)	5280	26.0%
(Missing)	12603	62.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.3	2	< 0.1%
0.325	1	< 0.1%
0.37	1	< 0.1%
0.4	4	< 0.1%
0.5	19	0.1%
0.55	7	< 0.1%
0.5666666667	2	< 0.1%
0.575	1	< 0.1%
0.6	52	0.3%
0.6	3	< 0.1%

Value	Count	Frequency (%)
26.95	1	< 0.1%
25.05	1	< 0.1%
21.78888889	1	< 0.1%
19	1	< 0.1%
18.7	2	< 0.1%
18.625	1	< 0.1%
17.8	1	< 0.1%
17.5	1	< 0.1%
17.125	1	< 0.1%
16.80666667	1	< 0.1%

Lactate-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	346
Distinct (%)	4.5%
Missing	12603
Missing (%)	62.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.049350834

Minimum	0.3
Maximum	26.95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.3
5-th percentile	0.8
Q1	1.2
median	1.6
Q3	2.3
95-th percentile	4.5
Maximum	26.95
Range	26.65
Interquartile range (IQR)	1.1

Descriptive statistics

Standard deviation	1.693545629
Coefficient of variation (CV)	0.8263815063
Kurtosis	37.86768288
Mean	2.049350834
Median Absolute Deviation (MAD)	0.5
Skewness	4.906191223
Sum	15847.63
Variance	2.868096798
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	395	1.9%
1.2	385	1.9%
1.4	371	1.8%
1.3	366	1.8%
1.1	357	1.8%
0.9	327	1.6%
1.5	321	1.6%
1.6	312	1.5%
1.7	268	1.3%
1.8	259	1.3%
Other values (336)	4372	21.5%
(Missing)	12603	62.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.3	3	< 0.1%
0.37	1	< 0.1%
0.4	4	< 0.1%
0.5	20	0.1%
0.55	8	< 0.1%
0.6	65	0.3%
0.6	3	< 0.1%
0.65	11	0.1%
0.65	5	< 0.1%
0.7	131	0.6%

Value	Count	Frequency (%)
26.95	1	< 0.1%
24.85	1	< 0.1%
22.3	1	< 0.1%
19.9	1	< 0.1%
19.3	1	< 0.1%
19	2	< 0.1%
18.2	1	< 0.1%
17.8	1	< 0.1%
17.5	1	< 0.1%
17.125	1	< 0.1%

Magnesium-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	739
Distinct (%)	3.9%
Missing	1388
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	2.018570403

Minimum	0.8
Maximum	8.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.8
5-th percentile	1.6
Q1	1.8
median	2
Q3	2.175
95-th percentile	2.55
Maximum	8.2
Range	7.4
Interquartile range (IQR)	0.375

Descriptive statistics

Standard deviation	0.3182137285
Coefficient of variation (CV)	0.1576431161
Kurtosis	19.34391377
Mean	2.018570403
Median Absolute Deviation (MAD)	0.18
Skewness	1.922416785
Sum	38247.872
Variance	0.101259977
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1491	7.3%
1.9	1247	6.1%
2.1	1147	5.6%
1.8	1081	5.3%
2.2	797	3.9%
1.7	773	3.8%
2.3	531	2.6%
1.85	480	2.4%
1.6	475	2.3%
2.05	472	2.3%
Other values (729)	10454	51.4%
(Missing)	1388	6.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.8	1	< 0.1%
0.9	2	< 0.1%
1	8	< 0.1%
1.05	2	< 0.1%
1.066666667	1	< 0.1%
1.1	11	0.1%
1.15	1	< 0.1%
1.166666667	1	< 0.1%
1.2	28	0.1%
1.2	2	< 0.1%

Value	Count	Frequency (%)
8.2	1	< 0.1%
6.8	1	< 0.1%
6.675	1	< 0.1%
6.5	1	< 0.1%
6.2	1	< 0.1%
4.775	1	< 0.1%
4.5	1	< 0.1%
4.2	2	< 0.1%
4.12	1	< 0.1%
4.1	2	< 0.1%

Magnesium-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	101
Distinct (%)	0.5%
Missing	1388
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	2.014033407

Minimum	0.8
Maximum	8.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.8
5-th percentile	1.6
Q1	1.8
median	2
Q3	2.2
95-th percentile	2.55
Maximum	8.2
Range	7.4
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.3214007491
Coefficient of variation (CV)	0.1595806445
Kurtosis	18.47951537
Mean	2.014033407
Median Absolute Deviation (MAD)	0.2
Skewness	1.820237523
Sum	38161.905
Variance	0.1032984415
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	2332	11.5%
1.9	2190	10.8%
2.1	1800	8.9%
1.8	1626	8.0%
2.2	1414	7.0%
1.7	1114	5.5%
2.3	975	4.8%
1.6	764	3.8%
1.85	606	3.0%
2.4	588	2.9%
Other values (91)	5539	27.2%
(Missing)	1388	6.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.8	2	< 0.1%
0.9	2	< 0.1%
1	10	< 0.1%
1.05	1	< 0.1%
1.1	14	0.1%
1.15	1	< 0.1%
1.2	36	0.2%
1.2	2	< 0.1%
1.25	9	< 0.1%
1.3	2	< 0.1%

Value	Count	Frequency (%)
8.2	1	< 0.1%
6.9	1	< 0.1%
6.6	1	< 0.1%
6.5	1	< 0.1%
6.2	1	< 0.1%
4.7	1	< 0.1%
4.5	1	< 0.1%
4.4	1	< 0.1%
4.2	2	< 0.1%
4.1	2	< 0.1%

Phosphate-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1262
Distinct (%)	7.6%
Missing	3650
Missing (%)	17.9%
Infinite	0
Infinite (%)	0.0%
Mean	3.557916442

Minimum	0.45
Maximum	14.46666667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.45
5-th percentile	2.1
Q1	2.8
median	3.35
Q3	4.05
95-th percentile	5.7
Maximum	14.46666667
Range	14.01666667
Interquartile range (IQR)	1.25

Descriptive statistics

Standard deviation	1.19359207
Coefficient of variation (CV)	0.3354750144
Kurtosis	6.687354431
Mean	3.557916442
Median Absolute Deviation (MAD)	0.6
Skewness	1.789741422
Sum	59367.39375
Variance	1.424662029
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.5	443	2.2%
3	432	2.1%
3.1	425	2.1%
3.3	417	2.1%
3.2	411	2.0%
3.4	401	2.0%
2.8	370	1.8%
3.6	362	1.8%
2.9	362	1.8%
3.7	355	1.7%
Other values (1252)	12708	62.5%
(Missing)	3650	17.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.45	1	< 0.1%
0.7	1	< 0.1%
0.8	2	< 0.1%
0.9	3	< 0.1%
0.9142857143	1	< 0.1%
0.95	2	< 0.1%
0.975	1	< 0.1%
1	5	< 0.1%
1.06	1	< 0.1%
1.1	1	< 0.1%

Value	Count	Frequency (%)
14.46666667	1	< 0.1%
14.45	1	< 0.1%
13.375	1	< 0.1%
13.3	1	< 0.1%
13.21666667	1	< 0.1%
13	1	< 0.1%
12.9	1	< 0.1%
12.4	1	< 0.1%
12.1	1	< 0.1%
11.96666667	1	< 0.1%

Phosphate-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	277
Distinct (%)	1.7%
Missing	3650
Missing (%)	17.9%
Infinite	0
Infinite (%)	0.0%
Mean	3.549626933

Minimum	0.45
Maximum	14.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.45
5-th percentile	2
Q1	2.8
median	3.35
Q3	4.05
95-th percentile	5.7
Maximum	14.7
Range	14.25
Interquartile range (IQR)	1.25

Descriptive statistics

Standard deviation	1.208313267
Coefficient of variation (CV)	0.3404057073
Kurtosis	6.749329766
Mean	3.549626933
Median Absolute Deviation (MAD)	0.65
Skewness	1.772552306
Sum	59229.075
Variance	1.46002095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.2	597	2.9%
3	586	2.9%
3.3	577	2.8%
3.5	559	2.7%
3.1	546	2.7%
2.8	531	2.6%
3.4	520	2.6%
3.7	487	2.4%
2.9	481	2.4%
2.7	473	2.3%
Other values (267)	11329	55.7%
(Missing)	3650	17.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.45	1	< 0.1%
0.5	2	< 0.1%
0.6	1	< 0.1%
0.7	1	< 0.1%
0.8	2	< 0.1%
0.85	2	< 0.1%
0.9	7	< 0.1%
0.95	1	< 0.1%
1	7	< 0.1%
1.05	2	< 0.1%

Value	Count	Frequency (%)
14.7	1	< 0.1%
14.35	1	< 0.1%
13.65	1	< 0.1%
13.3	1	< 0.1%
13.05	1	< 0.1%
13	1	< 0.1%
12.9	1	< 0.1%
12.65	1	< 0.1%
12.6	1	< 0.1%
12.5	1	< 0.1%

Potassium-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1565
Distinct (%)	7.9%
Missing	433
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.135700082

Minimum	2.2
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	2.2
5-th percentile	3.45
Q1	3.806904762
median	4.1
Q3	4.4
95-th percentile	5
Maximum	9
Range	6.8
Interquartile range (IQR)	0.5930952381

Descriptive statistics

Standard deviation	0.4834578783
Coefficient of variation (CV)	0.1168986795
Kurtosis	2.579263651
Mean	4.135700082
Median Absolute Deviation (MAD)	0.3
Skewness	0.8839187897
Sum	82312.83873
Variance	0.2337315201
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	839	4.1%
3.9	723	3.6%
4.1	616	3.0%
4.2	614	3.0%
3.8	555	2.7%
4.3	533	2.6%
3.7	441	2.2%
4.5	404	2.0%
4.4	403	2.0%
3.6	388	1.9%
Other values (1555)	14387	70.7%
(Missing)	433	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.2	1	< 0.1%
2.5	1	< 0.1%
2.65	1	< 0.1%
2.666666667	1	< 0.1%
2.7	3	< 0.1%
2.72	1	< 0.1%
2.75	3	< 0.1%
2.8	7	< 0.1%
2.82	1	< 0.1%
2.85	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
8.46	1	< 0.1%
7.1	1	< 0.1%
6.98	1	< 0.1%
6.9	1	< 0.1%
6.85	1	< 0.1%
6.8	1	< 0.1%
6.8	1	< 0.1%
6.775	1	< 0.1%
6.75	1	< 0.1%

Potassium-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	144
Distinct (%)	0.7%
Missing	433
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.123865749

Minimum	2.2
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	2.2
5-th percentile	3.4
Q1	3.8
median	4.1
Q3	4.4
95-th percentile	5
Maximum	9
Range	6.8
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.486336847
Coefficient of variation (CV)	0.1179322695
Kurtosis	2.429622932
Mean	4.123865749
Median Absolute Deviation (MAD)	0.3
Skewness	0.8499025233
Sum	82077.3
Variance	0.2365235288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	1552	7.6%
4.1	1396	6.9%
3.9	1342	6.6%
3.8	1276	6.3%
4.2	1237	6.1%
4.3	1074	5.3%
3.7	1005	4.9%
4.4	943	4.6%
4.5	754	3.7%
3.6	686	3.4%
Other values (134)	8638	42.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.2	1	< 0.1%
2.5	2	< 0.1%
2.6	2	< 0.1%
2.65	1	< 0.1%
2.7	5	< 0.1%
2.75	2	< 0.1%
2.8	15	0.1%
2.85	2	< 0.1%
2.9	13	0.1%
2.9	3	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
7.3	1	< 0.1%
7.1	2	< 0.1%
6.9	3	< 0.1%
6.8	2	< 0.1%
6.8	2	< 0.1%
6.7	2	< 0.1%
6.6	3	< 0.1%
6.55	2	< 0.1%
6.5	3	< 0.1%

Bilirubin_total-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	662
Distinct (%)	11.5%
Missing	14566
Missing (%)	71.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.760810069

Minimum	0.1
Maximum	45.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.2
Q1	0.4
median	0.7
Q3	1.366666667
95-th percentile	6.571
Maximum	45.9
Range	45.8
Interquartile range (IQR)	0.9666666667

Descriptive statistics

Standard deviation	3.840258073
Coefficient of variation (CV)	2.180960992
Kurtosis	44.17062061
Mean	1.760810069
Median Absolute Deviation (MAD)	0.35
Skewness	5.964460236
Sum	10159.8741
Variance	14.74758207
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3	496	2.4%
0.5	487	2.4%
0.4	477	2.3%
0.6	390	1.9%
0.7	352	1.7%
0.2	308	1.5%
0.8	286	1.4%
0.9	224	1.1%
1	175	0.9%
1.1	122	0.6%
Other values (652)	2453	12.1%
(Missing)	14566	71.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	59	0.3%
0.125	1	< 0.1%
0.1333333333	4	< 0.1%
0.15	11	0.1%
0.1666666667	2	< 0.1%
0.2	1	< 0.1%
0.2	308	1.5%
0.2	2	< 0.1%
0.22	1	< 0.1%
0.225	1	< 0.1%

Value	Count	Frequency (%)
45.9	1	< 0.1%
45.75	1	< 0.1%
44.96666667	1	< 0.1%
44.1	1	< 0.1%
43.2	1	< 0.1%
42.35	1	< 0.1%
40.75	1	< 0.1%
40.15	1	< 0.1%
40.03333333	1	< 0.1%
36.3	1	< 0.1%

Bilirubin_total-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	360
Distinct (%)	6.2%
Missing	14566
Missing (%)	71.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.752551993

Minimum	0.1
Maximum	45.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.2
Q1	0.4
median	0.7
Q3	1.35
95-th percentile	6.5
Maximum	45.9
Range	45.8
Interquartile range (IQR)	0.95

Descriptive statistics

Standard deviation	3.848280915
Coefficient of variation (CV)	2.195815548
Kurtosis	44.52482792
Mean	1.752551993
Median Absolute Deviation (MAD)	0.35
Skewness	5.996750738
Sum	10112.225
Variance	14.809266
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3	522	2.6%
0.4	520	2.6%
0.5	509	2.5%
0.6	420	2.1%
0.7	381	1.9%
0.2	322	1.6%
0.8	307	1.5%
0.9	239	1.2%
1	189	0.9%
1.1	142	0.7%
Other values (350)	2219	10.9%
(Missing)	14566	71.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	65	0.3%
0.15	11	0.1%
0.2	322	1.6%
0.25	43	0.2%
0.3	522	2.6%
0.3	8	< 0.1%
0.35	47	0.2%
0.4	520	2.6%
0.45	7	< 0.1%
0.45	58	0.3%

Value	Count	Frequency (%)
45.9	1	< 0.1%
45.75	1	< 0.1%
44.9	1	< 0.1%
44.1	1	< 0.1%
43.2	1	< 0.1%
42.35	1	< 0.1%
40.75	1	< 0.1%
40.15	1	< 0.1%
39.6	1	< 0.1%
39	1	< 0.1%

TroponinI-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	305
Distinct (%)	62.4%
Missing	19847
Missing (%)	97.6%
Infinite	0
Infinite (%)	0.0%
Mean	8.906701104

Minimum	0.3
Maximum	48
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.3
5-th percentile	0.3566666667
Q1	0.8
median	3.55
Q3	12.5
95-th percentile	35.84
Maximum	48
Range	47.7
Interquartile range (IQR)	11.7

Descriptive statistics

Standard deviation	11.37407288
Coefficient of variation (CV)	1.277024203
Kurtosis	1.640371742
Mean	8.906701104
Median Absolute Deviation (MAD)	3.05
Skewness	1.58091301
Sum	4355.37684
Variance	129.3695339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	24	0.1%
0.3	22	0.1%
0.4	20	0.1%
0.8	17	0.1%
0.6	12	0.1%
0.7	11	0.1%
1	9	< 0.1%
1.1	6	< 0.1%
1.15	6	< 0.1%
0.9	5	< 0.1%
Other values (295)	357	1.8%
(Missing)	19847	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.3	22	0.1%
0.35	3	< 0.1%
0.3666666667	1	< 0.1%
0.4	20	0.1%
0.425	1	< 0.1%
0.45	1	< 0.1%
0.45	2	< 0.1%
0.4666666667	2	< 0.1%
0.5	24	0.1%
0.5333333333	2	< 0.1%

Value	Count	Frequency (%)
48	1	< 0.1%
46.5	1	< 0.1%
46	1	< 0.1%
45	2	< 0.1%
44.8	1	< 0.1%
44.2	1	< 0.1%
42.9	1	< 0.1%
42	1	< 0.1%
41.5	1	< 0.1%
41	1	< 0.1%

TroponinI-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	254
Distinct (%)	51.9%
Missing	19847
Missing (%)	97.6%
Infinite	0
Infinite (%)	0.0%
Mean	8.897239264

Minimum	0.3
Maximum	48
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.3
5-th percentile	0.35
Q1	0.8
median	3.4
Q3	12.7
95-th percentile	36.54
Maximum	48
Range	47.7
Interquartile range (IQR)	11.9

Descriptive statistics

Standard deviation	11.46288056
Coefficient of variation (CV)	1.288363752
Kurtosis	1.758906915
Mean	8.897239264
Median Absolute Deviation (MAD)	2.95
Skewness	1.606216678
Sum	4350.75
Variance	131.3976307
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	25	0.1%
0.4	23	0.1%
0.3	23	0.1%
0.8	21	0.1%
0.6	13	0.1%
0.7	12	0.1%
1	8	< 0.1%
1.2	7	< 0.1%
0.9	7	< 0.1%
1.15	6	< 0.1%
Other values (244)	344	1.7%
(Missing)	19847	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.3	23	0.1%
0.35	3	< 0.1%
0.4	23	0.1%
0.45	1	< 0.1%
0.45	3	< 0.1%
0.5	25	0.1%
0.55	2	< 0.1%
0.6	13	0.1%
0.65	1	< 0.1%
0.7	12	0.1%

Value	Count	Frequency (%)
48	1	< 0.1%
47.5	1	< 0.1%
46.5	1	< 0.1%
46	1	< 0.1%
45	2	< 0.1%
44.8	1	< 0.1%
44.2	1	< 0.1%
42.9	1	< 0.1%
42.5	1	< 0.1%
42.2	1	< 0.1%

Hct-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	5008
Distinct (%)	25.1%
Missing	364
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%
Mean	31.63387892

Minimum	10.25
Maximum	68.04
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	10.25
5-th percentile	25.20423077
Q1	28.35
median	31
Q3	34.46666667
95-th percentile	40.1
Maximum	68.04
Range	57.79
Interquartile range (IQR)	6.116666667

Descriptive statistics

Standard deviation	4.612103956
Coefficient of variation (CV)	0.145796346
Kurtosis	0.9954907795
Mean	31.63387892
Median Absolute Deviation (MAD)	2.966666667
Skewness	0.6914464824
Sum	631791.8298
Variance	21.2715029
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.5	72	0.4%
31.5	72	0.4%
35	71	0.3%
30	71	0.3%
31	69	0.3%
29	68	0.3%
30.5	66	0.3%
32.1	65	0.3%
33.4	63	0.3%
32.5	62	0.3%
Other values (4998)	19293	94.9%
(Missing)	364	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10.25	1	< 0.1%
11.86	1	< 0.1%
14.83333333	1	< 0.1%
16.1	1	< 0.1%
16.8	1	< 0.1%
17.46666667	1	< 0.1%
18.25	1	< 0.1%
18.36666667	1	< 0.1%
18.4	1	< 0.1%
18.5	1	< 0.1%

Value	Count	Frequency (%)
68.04	1	< 0.1%
62.45	1	< 0.1%
61.7	1	< 0.1%
61.05	1	< 0.1%
58	1	< 0.1%
56.3875	1	< 0.1%
56.1	1	< 0.1%
55.85	1	< 0.1%
55.53333333	1	< 0.1%
54.75	1	< 0.1%

Hct-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	841
Distinct (%)	4.2%
Missing	364
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%
Mean	31.65418962

Minimum	10.15
Maximum	66.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	10.15
5-th percentile	25.1
Q1	28.35
median	31
Q3	34.5
95-th percentile	40.1
Maximum	66.4
Range	56.25
Interquartile range (IQR)	6.15

Descriptive statistics

Standard deviation	4.638895848
Coefficient of variation (CV)	0.14654919
Kurtosis	0.9451377878
Mean	31.65418962
Median Absolute Deviation (MAD)	3
Skewness	0.6595302332
Sum	632197.475
Variance	21.51935469
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29	218	1.1%
31	194	1.0%
30	191	0.9%
32	180	0.9%
30.5	164	0.8%
28	164	0.8%
31.1	158	0.8%
27	155	0.8%
28.1	154	0.8%
31.5	150	0.7%
Other values (831)	18244	89.7%
(Missing)	364	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10.15	1	< 0.1%
12	1	< 0.1%
14.4	1	< 0.1%
14.55	1	< 0.1%
16.8	1	< 0.1%
16.9	1	< 0.1%
17.75	1	< 0.1%
18.25	1	< 0.1%
18.3	1	< 0.1%
18.4	1	< 0.1%

Value	Count	Frequency (%)
66.4	1	< 0.1%
62.45	1	< 0.1%
61.7	1	< 0.1%
61.05	1	< 0.1%
58.2	1	< 0.1%
56.1	1	< 0.1%
55.85	1	< 0.1%
55.3	2	< 0.1%
54.75	1	< 0.1%
54.5	1	< 0.1%

Hgb-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2355
Distinct (%)	11.9%
Missing	507
Missing (%)	2.5%
Infinite	0
Infinite (%)	0.0%
Mean	10.75987035

Minimum	3.325
Maximum	20.96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	3.325
5-th percentile	8.4
Q1	9.6
median	10.55
Q3	11.75
95-th percentile	13.8
Maximum	20.96
Range	17.635
Interquartile range (IQR)	2.15

Descriptive statistics

Standard deviation	1.637669715
Coefficient of variation (CV)	0.1522016215
Kurtosis	0.5062771099
Mean	10.75987035
Median Absolute Deviation (MAD)	1.05
Skewness	0.5812765727
Sum	213357.4692
Variance	2.681962094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.5	247	1.2%
10	225	1.1%
10.6	204	1.0%
9.6	199	1.0%
10.9	199	1.0%
10.3	196	1.0%
9.5	195	1.0%
9.8	194	1.0%
9.9	193	0.9%
11.1	191	0.9%
Other values (2345)	17786	87.5%
(Missing)	507	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.325	1	< 0.1%
4.175	1	< 0.1%
5.4	2	< 0.1%
5.6	1	< 0.1%
5.9	1	< 0.1%
6	1	< 0.1%
6.025	1	< 0.1%
6.05	1	< 0.1%
6.15	1	< 0.1%
6.2	1	< 0.1%

Value	Count	Frequency (%)
20.96	1	< 0.1%
19.8	1	< 0.1%
19.3	2	< 0.1%
18.8	1	< 0.1%
18.6	1	< 0.1%
18.45	1	< 0.1%
18.05	1	< 0.1%
17.95	1	< 0.1%
17.6	1	< 0.1%
17.5	1	< 0.1%

Hgb-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	393
Distinct (%)	2.0%
Missing	507
Missing (%)	2.5%
Infinite	0
Infinite (%)	0.0%
Mean	10.76507539

Minimum	3.3
Maximum	20.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	3.3
5-th percentile	8.4
Q1	9.6
median	10.6
Q3	11.75
95-th percentile	13.8
Maximum	20.3
Range	17
Interquartile range (IQR)	2.15

Descriptive statistics

Standard deviation	1.649797292
Coefficient of variation (CV)	0.1532545971
Kurtosis	0.4726858849
Mean	10.76507539
Median Absolute Deviation (MAD)	1.05
Skewness	0.5523234009
Sum	213460.68
Variance	2.721831106
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.5	418	2.1%
10	412	2.0%
10.2	401	2.0%
10.3	399	2.0%
9.8	388	1.9%
9.7	380	1.9%
10.8	372	1.8%
10.1	365	1.8%
10.7	360	1.8%
10.6	354	1.7%
Other values (383)	15980	78.6%
(Missing)	507	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.3	1	< 0.1%
4.15	1	< 0.1%
5.4	2	< 0.1%
5.6	1	< 0.1%
5.8	1	< 0.1%
6	1	< 0.1%
6.025	1	< 0.1%
6.05	1	< 0.1%
6.1	2	< 0.1%
6.175	1	< 0.1%

Value	Count	Frequency (%)
20.3	1	< 0.1%
19.8	1	< 0.1%
19.3	2	< 0.1%
18.6	2	< 0.1%
18.45	1	< 0.1%
18.05	1	< 0.1%
17.95	1	< 0.1%
17.7	1	< 0.1%
17.6	2	< 0.1%
17.45	1	< 0.1%

PTT-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	4027
Distinct (%)	25.4%
Missing	4496
Missing (%)	22.1%
Infinite	0
Infinite (%)	0.0%
Mean	36.56864135

Minimum	17.1
Maximum	150
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	17.1
5-th percentile	23.1
Q1	27.1
median	31.15
Q3	38.6
95-th percentile	72.55166667
Maximum	150
Range	132.9
Interquartile range (IQR)	11.5

Descriptive statistics

Standard deviation	16.72308365
Coefficient of variation (CV)	0.4573066714
Kurtosis	9.733848023
Mean	36.56864135
Median Absolute Deviation (MAD)	5
Skewness	2.74209416
Sum	579247.279
Variance	279.6615269
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26.5	83	0.4%
27.6	83	0.4%
27	79	0.4%
28	78	0.4%
29.3	77	0.4%
28.1	76	0.4%
27.7	75	0.4%
28.6	74	0.4%
29.5	73	0.4%
28.3	72	0.4%
Other values (4017)	15070	74.1%
(Missing)	4496	22.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17.1	1	< 0.1%
17.2	1	< 0.1%
17.3	1	< 0.1%
17.65	1	< 0.1%
18.1	1	< 0.1%
18.25	1	< 0.1%
18.4	2	< 0.1%
18.45	1	< 0.1%
18.5	2	< 0.1%
18.6	2	< 0.1%

Value	Count	Frequency (%)
150	34	0.2%
145.9	1	< 0.1%
145.45	1	< 0.1%
143.7	1	< 0.1%
142.1	1	< 0.1%
140.6	1	< 0.1%
139	1	< 0.1%
137.8	1	< 0.1%
137.3	1	< 0.1%
137.15	1	< 0.1%

PTT-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1709
Distinct (%)	10.8%
Missing	4496
Missing (%)	22.1%
Infinite	0
Infinite (%)	0.0%
Mean	35.82851452

Minimum	16.9
Maximum	150
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	16.9
5-th percentile	23.1
Q1	27
median	30.9
Q3	37.6
95-th percentile	68.2
Maximum	150
Range	133.1
Interquartile range (IQR)	10.6

Descriptive statistics

Standard deviation	16.43467255
Coefficient of variation (CV)	0.4587037104
Kurtosis	13.90541029
Mean	35.82851452
Median Absolute Deviation (MAD)	4.7
Skewness	3.226363629
Sum	567523.67
Variance	270.0984618
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.7	100	0.5%
27.6	100	0.5%
26.5	97	0.5%
28.1	96	0.5%
28.6	96	0.5%
28	95	0.5%
29.3	93	0.5%
29.5	92	0.5%
28.9	91	0.4%
26.4	91	0.4%
Other values (1699)	14889	73.2%
(Missing)	4496	22.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16.9	1	< 0.1%
17.1	1	< 0.1%
17.2	1	< 0.1%
17.3	1	< 0.1%
17.65	1	< 0.1%
18.1	1	< 0.1%
18.25	1	< 0.1%
18.4	2	< 0.1%
18.45	1	< 0.1%
18.5	2	< 0.1%

Value	Count	Frequency (%)
150	52	0.3%
148.4	1	< 0.1%
147.6	1	< 0.1%
147	2	< 0.1%
145.9	1	< 0.1%
145.5	1	< 0.1%
144.2	1	< 0.1%
144.1	1	< 0.1%
143.7	1	< 0.1%
142.1	1	< 0.1%

WBC-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	3287
Distinct (%)	16.7%
Missing	625
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	11.76131034

Minimum	0.1
Maximum	305.75
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	5.05
Q1	8.25
median	10.875
Q3	14
95-th percentile	20.6
Maximum	305.75
Range	305.65
Interquartile range (IQR)	5.75

Descriptive statistics

Standard deviation	6.61279845
Coefficient of variation (CV)	0.5622501453
Kurtosis	302.681305
Mean	11.76131034
Median Absolute Deviation (MAD)	2.85
Skewness	10.36808671
Sum	231827.1882
Variance	43.72910335
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.9	107	0.5%
10	106	0.5%
9.5	106	0.5%
10.2	101	0.5%
10.3	101	0.5%
9	100	0.5%
8.6	100	0.5%
8	99	0.5%
8.4	98	0.5%
9.1	97	0.5%
Other values (3277)	18696	91.9%
(Missing)	625	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	4	< 0.1%
0.1	2	< 0.1%
0.15	1	< 0.1%
0.15	1	< 0.1%
0.1666666667	1	< 0.1%
0.2	8	< 0.1%
0.2	1	< 0.1%
0.2333333333	1	< 0.1%
0.25	1	< 0.1%
0.3	2	< 0.1%

Value	Count	Frequency (%)
305.75	1	< 0.1%
203.1666667	1	< 0.1%
168.6	1	< 0.1%
151.7666667	1	< 0.1%
147.1714286	1	< 0.1%
134.225	1	< 0.1%
126.2	1	< 0.1%
120.5	1	< 0.1%
119.9	1	< 0.1%
116.5	1	< 0.1%

WBC-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	984
Distinct (%)	5.0%
Missing	625
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	11.69814266

Minimum	0.1
Maximum	319.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	5
Q1	8.2
median	10.8
Q3	13.95
95-th percentile	20.6
Maximum	319.25
Range	319.15
Interquartile range (IQR)	5.75

Descriptive statistics

Standard deviation	6.675437823
Coefficient of variation (CV)	0.5706408287
Kurtosis	334.9965445
Mean	11.69814266
Median Absolute Deviation (MAD)	2.85
Skewness	10.89622191
Sum	230582.09
Variance	44.56147013
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.3	181	0.9%
9.8	161	0.8%
10.2	159	0.8%
9	159	0.8%
10	157	0.8%
11.2	155	0.8%
10.7	154	0.8%
9.2	151	0.7%
8.5	149	0.7%
9.7	147	0.7%
Other values (974)	18138	89.2%
(Missing)	625	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	7	< 0.1%
0.15	1	< 0.1%
0.2	11	0.1%
0.25	1	< 0.1%
0.3	2	< 0.1%
0.4	4	< 0.1%
0.45	2	< 0.1%
0.5	2	< 0.1%
0.55	1	< 0.1%
0.6	3	< 0.1%

Value	Count	Frequency (%)
319.25	1	< 0.1%
206.3	1	< 0.1%
168.6	1	< 0.1%
160.6	1	< 0.1%
150.4	1	< 0.1%
135.4	1	< 0.1%
126.2	1	< 0.1%
120.5	1	< 0.1%
119.9	1	< 0.1%
116.5	1	< 0.1%

Fibrinogen-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1108
Distinct (%)	43.2%
Missing	17769
Missing (%)	87.4%
Infinite	0
Infinite (%)	0.0%
Mean	311.7025739

Minimum	52.5
Maximum	1383
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	52.5
5-th percentile	125.8833333
Q1	193.3166667
median	264
Q3	386.5
95-th percentile	654.85
Maximum	1383
Range	1330.5
Interquartile range (IQR)	193.1833333

Descriptive statistics

Standard deviation	167.4443938
Coefficient of variation (CV)	0.5371928493
Kurtosis	2.662096449
Mean	311.7025739
Median Absolute Deviation (MAD)	85
Skewness	1.44842109
Sum	800140.5073
Variance	28037.62502
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
214	14	0.1%
222	12	0.1%
151	12	0.1%
239	12	0.1%
185	12	0.1%
217	12	0.1%
202	11	0.1%
163	11	0.1%
216	11	0.1%
248	11	0.1%
Other values (1098)	2449	12.0%
(Missing)	17769	87.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
52.5	1	< 0.1%
58	1	< 0.1%
63	1	< 0.1%
64.91666667	1	< 0.1%
65	1	< 0.1%
75.375	1	< 0.1%
75.75	1	< 0.1%
76	2	< 0.1%
79.66666667	1	< 0.1%
80.75	1	< 0.1%

Value	Count	Frequency (%)
1383	1	< 0.1%
1246	1	< 0.1%
1211	1	< 0.1%
1161	1	< 0.1%
1030	1	< 0.1%
1000	1	< 0.1%
976	1	< 0.1%
960	1	< 0.1%
956	1	< 0.1%
946	1	< 0.1%

Fibrinogen-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	819
Distinct (%)	31.9%
Missing	17769
Missing (%)	87.4%
Infinite	0
Infinite (%)	0.0%
Mean	311.0294897

Minimum	52.5
Maximum	1383
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	52.5
5-th percentile	124
Q1	193
median	263
Q3	384
95-th percentile	655.35
Maximum	1383
Range	1330.5
Interquartile range (IQR)	191

Descriptive statistics

Standard deviation	168.1038227
Coefficient of variation (CV)	0.5404755121
Kurtosis	2.677224558
Mean	311.0294897
Median Absolute Deviation (MAD)	85
Skewness	1.45608704
Sum	798412.7
Variance	28258.89521
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202	16	0.1%
214	15	0.1%
217	14	0.1%
222	14	0.1%
239	14	0.1%
183	14	0.1%
168	13	0.1%
206	13	0.1%
233	13	0.1%
248	13	0.1%
Other values (809)	2428	11.9%
(Missing)	17769	87.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
52.5	1	< 0.1%
58	1	< 0.1%
61.5	1	< 0.1%
63	1	< 0.1%
65	1	< 0.1%
76	3	< 0.1%
78	1	< 0.1%
79	1	< 0.1%
80	1	< 0.1%
80.5	1	< 0.1%

Value	Count	Frequency (%)
1383	1	< 0.1%
1246	1	< 0.1%
1211	1	< 0.1%
1161	1	< 0.1%
1051	1	< 0.1%
1030	1	< 0.1%
976	1	< 0.1%
960	1	< 0.1%
956	1	< 0.1%
946	1	< 0.1%

Platelets-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	3464
Distinct (%)	17.5%
Missing	585
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	212.0161986

Minimum	9.333333333
Maximum	1687.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	9.333333333
5-th percentile	85.25
Q1	144.3333333
median	193
Q3	256
95-th percentile	400.5
Maximum	1687.5
Range	1678.166667
Interquartile range (IQR)	111.6666667

Descriptive statistics

Standard deviation	105.2199416
Coefficient of variation (CV)	0.4962825589
Kurtosis	10.57167137
Mean	212.0161986
Median Absolute Deviation (MAD)	54.6
Skewness	2.070866857
Sum	4187531.939
Variance	11071.23611
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
184	69	0.3%
180	69	0.3%
167	68	0.3%
201	68	0.3%
195	67	0.3%
185	64	0.3%
211	64	0.3%
160	63	0.3%
163	63	0.3%
189	62	0.3%
Other values (3454)	19094	93.9%
(Missing)	585	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.333333333	1	< 0.1%
9.5	1	< 0.1%
9.727272727	1	< 0.1%
10.2	1	< 0.1%
12.875	1	< 0.1%
13	2	< 0.1%
14	2	< 0.1%
15.66666667	1	< 0.1%
17	1	< 0.1%
17.33333333	2	< 0.1%

Value	Count	Frequency (%)
1687.5	1	< 0.1%
1544	1	< 0.1%
1343	1	< 0.1%
1300.5	1	< 0.1%
1187.75	1	< 0.1%
1113.75	1	< 0.1%
1101.333333	1	< 0.1%
1096.5	1	< 0.1%
1067.5	1	< 0.1%
1056.5	1	< 0.1%

Platelets-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1229
Distinct (%)	6.2%
Missing	585
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	211.4816819

Minimum	7
Maximum	1687.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	7
5-th percentile	84
Q1	143.5
median	193
Q3	256
95-th percentile	400
Maximum	1687.5
Range	1680.5
Interquartile range (IQR)	112.5

Descriptive statistics

Standard deviation	105.563872
Coefficient of variation (CV)	0.4991631947
Kurtosis	10.53365289
Mean	211.4816819
Median Absolute Deviation (MAD)	55
Skewness	2.062033431
Sum	4176974.7
Variance	11143.73107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180	97	0.5%
195	90	0.4%
193	88	0.4%
179	87	0.4%
184	87	0.4%
185	86	0.4%
163	86	0.4%
186	84	0.4%
167	84	0.4%
201	82	0.4%
Other values (1219)	18880	92.8%
(Missing)	585	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	< 0.1%
8.5	1	< 0.1%
9	3	< 0.1%
9.5	1	< 0.1%
10	1	< 0.1%
11.5	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
14.5	2	< 0.1%
15	1	< 0.1%

Value	Count	Frequency (%)
1687.5	1	< 0.1%
1544	1	< 0.1%
1343	1	< 0.1%
1300.5	1	< 0.1%
1191	1	< 0.1%
1167.5	1	< 0.1%
1125.5	1	< 0.1%
1096.5	1	< 0.1%
1067.5	1	< 0.1%
1056.5	1	< 0.1%

Age-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7280
Distinct (%)	35.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.6216129

Minimum	18.11
Maximum	89
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	18.11
5-th percentile	30.8475
Q1	52.29
median	64.67
Q3	75.66
95-th percentile	84.95
Maximum	89
Range	70.89
Interquartile range (IQR)	23.37

Descriptive statistics

Standard deviation	16.23615352
Coefficient of variation (CV)	0.2592739594
Kurtosis	-0.2520549698
Mean	62.6216129
Median Absolute Deviation (MAD)	11.61
Skewness	-0.5902903968
Sum	1273473.12
Variance	263.6126812
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65.82	13	0.1%
68.17	12	0.1%
71.37	12	0.1%
65.47	12	0.1%
69.68	12	0.1%
72.81	11	0.1%
69.58	11	0.1%
64.86	11	0.1%
62.5	11	0.1%
77.77	11	0.1%
Other values (7270)	20220	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18.11	3	< 0.1%
18.13	1	< 0.1%
18.14	2	< 0.1%
18.15	1	< 0.1%
18.18	1	< 0.1%
18.24	1	< 0.1%
18.32	1	< 0.1%
18.34	1	< 0.1%
18.35	2	< 0.1%
18.36	1	< 0.1%

Value	Count	Frequency (%)
89	1	< 0.1%
88.99	1	< 0.1%
88.98	2	< 0.1%
88.97	4	< 0.1%
88.96	1	< 0.1%
88.95	1	< 0.1%
88.95	3	< 0.1%
88.94	2	< 0.1%
88.93	1	< 0.1%
88.92	1	< 0.1%

Age-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	5971
Distinct (%)	29.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.6216129

Minimum	18.11
Maximum	89
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	18.11
5-th percentile	30.8475
Q1	52.29
median	64.67
Q3	75.66
95-th percentile	84.95
Maximum	89
Range	70.89
Interquartile range (IQR)	23.37

Descriptive statistics

Standard deviation	16.23615352
Coefficient of variation (CV)	0.2592739594
Kurtosis	-0.2520549698
Mean	62.6216129
Median Absolute Deviation (MAD)	11.61
Skewness	-0.5902903968
Sum	1273473.12
Variance	263.6126812
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65.82	13	0.1%
69.68	12	0.1%
61.08	12	0.1%
68.17	12	0.1%
65.47	12	0.1%
71.37	12	0.1%
68.37	11	0.1%
69.58	11	0.1%
78.42	11	0.1%
60.88	11	0.1%
Other values (5961)	20219	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18.11	3	< 0.1%
18.13	1	< 0.1%
18.14	2	< 0.1%
18.15	1	< 0.1%
18.18	1	< 0.1%
18.24	1	< 0.1%
18.32	1	< 0.1%
18.34	1	< 0.1%
18.35	2	< 0.1%
18.36	1	< 0.1%

Value	Count	Frequency (%)
89	1	< 0.1%
88.99	1	< 0.1%
88.98	2	< 0.1%
88.97	4	< 0.1%
88.96	1	< 0.1%
88.95	4	< 0.1%
88.94	2	< 0.1%
88.93	1	< 0.1%
88.92	5	< 0.1%
88.9	4	< 0.1%

Gender-mean
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	159.0 KiB

1.0	11834
0.0	8502

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	61008
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	11834	58.2%
0.0	8502	41.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	11834	58.2%
0.0	8502	41.8%

Most occurring characters

Value	Count	Frequency (%)
0	28838	47.3%
.	20336	33.3%
1	11834	19.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40672	66.7%
Other Punctuation	20336	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	28838	70.9%
1	11834	29.1%

Other Punctuation

Value	Count	Frequency (%)
.	20336	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	61008	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	28838	47.3%
.	20336	33.3%
1	11834	19.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	61008	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	28838	47.3%
.	20336	33.3%
1	11834	19.4%

Gender-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	159.0 KiB

1.0	11834
0.0	8502

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	61008
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	11834	58.2%
0.0	8502	41.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	11834	58.2%
0.0	8502	41.8%

Most occurring characters

Value	Count	Frequency (%)
0	28838	47.3%
.	20336	33.3%
1	11834	19.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40672	66.7%
Other Punctuation	20336	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	28838	70.9%
1	11834	29.1%

Other Punctuation

Value	Count	Frequency (%)
.	20336	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	61008	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	28838	47.3%
.	20336	33.3%
1	11834	19.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	61008	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	28838	47.3%
.	20336	33.3%
1	11834	19.4%

Unit1-mean
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	9522
Missing (%)	46.8%
Memory size	159.0 KiB

0.0	5470
1.0	5344

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	32442
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	5470	26.9%
1.0	5344	26.3%
(Missing)	9522	46.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	5470	50.6%
1.0	5344	49.4%

Most occurring characters

Value	Count	Frequency (%)
0	16284	50.2%
.	10814	33.3%
1	5344	16.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21628	66.7%
Other Punctuation	10814	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	16284	75.3%
1	5344	24.7%

Other Punctuation

Value	Count	Frequency (%)
.	10814	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	32442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	16284	50.2%
.	10814	33.3%
1	5344	16.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	16284	50.2%
.	10814	33.3%
1	5344	16.5%

Unit1-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	9522
Missing (%)	46.8%
Memory size	159.0 KiB

0.0	5470
1.0	5344

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	32442
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	5470	26.9%
1.0	5344	26.3%
(Missing)	9522	46.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	5470	50.6%
1.0	5344	49.4%

Most occurring characters

Value	Count	Frequency (%)
0	16284	50.2%
.	10814	33.3%
1	5344	16.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21628	66.7%
Other Punctuation	10814	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	16284	75.3%
1	5344	24.7%

Other Punctuation

Value	Count	Frequency (%)
.	10814	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	32442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	16284	50.2%
.	10814	33.3%
1	5344	16.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	16284	50.2%
.	10814	33.3%
1	5344	16.5%

Unit2-mean
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	9522
Missing (%)	46.8%
Memory size	159.0 KiB

1.0	5470
0.0	5344

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	32442
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
1.0	5470	26.9%
0.0	5344	26.3%
(Missing)	9522	46.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	5470	50.6%
0.0	5344	49.4%

Most occurring characters

Value	Count	Frequency (%)
0	16158	49.8%
.	10814	33.3%
1	5470	16.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21628	66.7%
Other Punctuation	10814	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	16158	74.7%
1	5470	25.3%

Other Punctuation

Value	Count	Frequency (%)
.	10814	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	32442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	16158	49.8%
.	10814	33.3%
1	5470	16.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	16158	49.8%
.	10814	33.3%
1	5470	16.9%

Unit2-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	9522
Missing (%)	46.8%
Memory size	159.0 KiB

1.0	5470
0.0	5344

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	32442
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
1.0	5470	26.9%
0.0	5344	26.3%
(Missing)	9522	46.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	5470	50.6%
0.0	5344	49.4%

Most occurring characters

Value	Count	Frequency (%)
0	16158	49.8%
.	10814	33.3%
1	5470	16.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21628	66.7%
Other Punctuation	10814	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	16158	74.7%
1	5470	25.3%

Other Punctuation

Value	Count	Frequency (%)
.	10814	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	32442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	16158	49.8%
.	10814	33.3%
1	5470	16.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	16158	49.8%
.	10814	33.3%
1	5470	16.9%

HospAdmTime-mean
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7676
Distinct (%)	37.7%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-48.67841062

Minimum	-3710.66
Maximum	23.99
Zeros	168
Zeros (%)	0.8%
Negative	19912
Negative (%)	97.9%
Memory size	159.0 KiB

Quantile statistics

Minimum	-3710.66
5-th percentile	-236.12
Q1	-34.135
median	-2.77
Q3	-0.02
95-th percentile	-0.01
Maximum	23.99
Range	3734.65
Interquartile range (IQR)	34.115

Descriptive statistics

Standard deviation	143.6833182
Coefficient of variation (CV)	-2.951684666
Kurtosis	123.0885825
Mean	-48.67841062
Median Absolute Deviation (MAD)	2.75
Skewness	-8.542504055
Sum	-989875.48
Variance	20644.89593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.02	3561	17.5%
-0.03	1635	8.0%
-0.01	1065	5.2%
-0.04	631	3.1%
-0.03	339	1.7%
-0.03	316	1.6%
-0.05	256	1.3%
0	168	0.8%
-0.02	122	0.6%
-0.06	91	0.4%
Other values (7666)	12151	59.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3710.66	1	< 0.1%
-3322.9	1	< 0.1%
-3269.1	1	< 0.1%
-3212.56	1	< 0.1%
-3141.55	1	< 0.1%
-2668.77	1	< 0.1%
-2562.53	1	< 0.1%
-2506.69	1	< 0.1%
-2476.58	1	< 0.1%
-2379.76	1	< 0.1%

Value	Count	Frequency (%)
23.99	1	< 0.1%
22.04	1	< 0.1%
20.04	1	< 0.1%
17.34	1	< 0.1%
16.02	1	< 0.1%
14.65	1	< 0.1%
14.21	1	< 0.1%
14	1	< 0.1%
11.94	1	< 0.1%
10.99	1	< 0.1%

HospAdmTime-median
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7152
Distinct (%)	35.2%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-48.67841062

Minimum	-3710.66
Maximum	23.99
Zeros	168
Zeros (%)	0.8%
Negative	19912
Negative (%)	97.9%
Memory size	159.0 KiB

Quantile statistics

Minimum	-3710.66
5-th percentile	-236.12
Q1	-34.135
median	-2.77
Q3	-0.02
95-th percentile	-0.01
Maximum	23.99
Range	3734.65
Interquartile range (IQR)	34.115

Descriptive statistics

Standard deviation	143.6833182
Coefficient of variation (CV)	-2.951684666
Kurtosis	123.0885825
Mean	-48.67841062
Median Absolute Deviation (MAD)	2.75
Skewness	-8.542504055
Sum	-989875.48
Variance	20644.89593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.02	3749	18.4%
-0.03	2290	11.3%
-0.01	1114	5.5%
-0.04	658	3.2%
-0.05	314	1.5%
0	168	0.8%
-0.06	136	0.7%
-0.07	82	0.4%
-0.08	40	0.2%
-0.09	32	0.2%
Other values (7142)	11752	57.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3710.66	1	< 0.1%
-3322.9	1	< 0.1%
-3269.1	1	< 0.1%
-3212.56	1	< 0.1%
-3141.55	1	< 0.1%
-2668.77	1	< 0.1%
-2562.53	1	< 0.1%
-2506.69	1	< 0.1%
-2476.58	1	< 0.1%
-2379.76	1	< 0.1%

Value	Count	Frequency (%)
23.99	1	< 0.1%
22.04	1	< 0.1%
20.04	1	< 0.1%
17.34	1	< 0.1%
16.02	1	< 0.1%
14.65	1	< 0.1%
14.21	1	< 0.1%
14	1	< 0.1%
11.94	1	< 0.1%
10.99	1	< 0.1%

ICULOS-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	226
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.84522522

Minimum	4.5
Maximum	320
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	4.5
5-th percentile	8.5
Q1	14
median	20.5
Q3	25
95-th percentile	30
Maximum	320
Range	315.5
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	11.71782428
Coefficient of variation (CV)	0.5621346929
Kurtosis	84.39630215
Mean	20.84522522
Median Absolute Deviation (MAD)	5.5
Skewness	6.167088074
Sum	423908.5
Variance	137.3074058
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.5	626	3.1%
22	619	3.0%
21	598	2.9%
23.5	597	2.9%
20.5	596	2.9%
20	591	2.9%
23	585	2.9%
22.5	579	2.8%
24	570	2.8%
19.5	570	2.8%
Other values (216)	14405	70.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.5	88	0.4%
5	87	0.4%
5.5	74	0.4%
6	87	0.4%
6.5	91	0.4%
7	110	0.5%
7.5	149	0.7%
8	157	0.8%
8.5	206	1.0%
9	261	1.3%

Value	Count	Frequency (%)
320	1	< 0.1%
309	1	< 0.1%
286	1	< 0.1%
169.5	1	< 0.1%
169	1	< 0.1%
168.5	5	< 0.1%
165.5	1	< 0.1%
164.5	1	< 0.1%
154	1	< 0.1%
153	1	< 0.1%

ICULOS-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	226
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.84522522

Minimum	4.5
Maximum	320
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	4.5
5-th percentile	8.5
Q1	14
median	20.5
Q3	25
95-th percentile	30
Maximum	320
Range	315.5
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	11.71782428
Coefficient of variation (CV)	0.5621346929
Kurtosis	84.39630215
Mean	20.84522522
Median Absolute Deviation (MAD)	5.5
Skewness	6.167088074
Sum	423908.5
Variance	137.3074058
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.5	626	3.1%
22	619	3.0%
21	598	2.9%
23.5	597	2.9%
20.5	596	2.9%
20	591	2.9%
23	585	2.9%
22.5	579	2.8%
24	570	2.8%
19.5	570	2.8%
Other values (216)	14405	70.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.5	88	0.4%
5	87	0.4%
5.5	74	0.4%
6	87	0.4%
6.5	91	0.4%
7	110	0.5%
7.5	149	0.7%
8	157	0.8%
8.5	206	1.0%
9	261	1.3%

Value	Count	Frequency (%)
320	1	< 0.1%
309	1	< 0.1%
286	1	< 0.1%
169.5	1	< 0.1%
169	1	< 0.1%
168.5	5	< 0.1%
165.5	1	< 0.1%
164.5	1	< 0.1%
154	1	< 0.1%
153	1	< 0.1%

SepsisLabel-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	350
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03360332271

Minimum	0
Maximum	1
Zeros	18546
Zeros (%)	91.2%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.2083333333
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1431976379
Coefficient of variation (CV)	4.261413049
Kurtosis	27.7509207
Mean	0.03360332271
Median Absolute Deviation (MAD)	0
Skewness	5.164975623
Sum	683.3571706
Variance	0.02050556349
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18546	91.2%
1	203	1.0%
0.8333333333	33	0.2%
0.5882352941	31	0.2%
0.9090909091	30	0.1%
0.6666666667	27	0.1%
0.4761904762	25	0.1%
0.7142857143	24	0.1%
0.5555555556	23	0.1%
0.5	23	0.1%
Other values (340)	1371	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18546	91.2%
0.01785714286	1	< 0.1%
0.02727272727	1	< 0.1%
0.02950819672	1	< 0.1%
0.03048780488	1	< 0.1%
0.03146853147	1	< 0.1%
0.03249097473	1	< 0.1%
0.03272727273	1	< 0.1%
0.03278688525	1	< 0.1%
0.03358208955	1	< 0.1%

Value	Count	Frequency (%)
1	203	1.0%
0.9090909091	30	0.1%
0.9	17	0.1%
0.8333333333	33	0.2%
0.8181818182	13	0.1%
0.7692307692	17	0.1%
0.75	14	0.1%
0.7142857143	24	0.1%
0.6923076923	13	0.1%
0.6666666667	27	0.1%

SepsisLabel-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	159.0 KiB

0.0	19777
1.0	536
0.5	23

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	61008
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	19777	97.3%
1.0	536	2.6%
0.5	23	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	19777	97.3%
1.0	536	2.6%
0.5	23	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	40113	65.8%
.	20336	33.3%
1	536	0.9%
5	23	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40672	66.7%
Other Punctuation	20336	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	40113	98.6%
1	536	1.3%
5	23	0.1%

Other Punctuation

Value	Count	Frequency (%)
.	20336	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	61008	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	40113	65.8%
.	20336	33.3%
1	536	0.9%
5	23	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	61008	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	40113	65.8%
.	20336	33.3%
1	536	0.9%
5	23	< 0.1%

Sepsis-mean
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	159.0 KiB

0.0	18546
1.0	1790

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	61008
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	18546	91.2%
1.0	1790	8.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	18546	91.2%
1.0	1790	8.8%

Most occurring characters

Value	Count	Frequency (%)
0	38882	63.7%
.	20336	33.3%
1	1790	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40672	66.7%
Other Punctuation	20336	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	38882	95.6%
1	1790	4.4%

Other Punctuation

Value	Count	Frequency (%)
.	20336	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	61008	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38882	63.7%
.	20336	33.3%
1	1790	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	61008	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38882	63.7%
.	20336	33.3%
1	1790	2.9%

Sepsis-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	159.0 KiB

0.0	18546
1.0	1790

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	61008
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	18546	91.2%
1.0	1790	8.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	18546	91.2%
1.0	1790	8.8%

Most occurring characters

Value	Count	Frequency (%)
0	38882	63.7%
.	20336	33.3%
1	1790	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40672	66.7%
Other Punctuation	20336	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	38882	95.6%
1	1790	4.4%

Other Punctuation

Value	Count	Frequency (%)
.	20336	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	61008	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38882	63.7%
.	20336	33.3%
1	1790	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	61008	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38882	63.7%
.	20336	33.3%
1	1790	2.9%

Hours-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	228
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.85793666

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	8
5-th percentile	15
Q1	25
median	39
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	22.30865867
Coefficient of variation (CV)	0.5741081639
Kurtosis	40.49091179
Mean	38.85793666
Median Absolute Deviation (MAD)	11
Skewness	4.703211094
Sum	790215
Variance	497.6762517
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	700	3.4%
39	665	3.3%
38	656	3.2%
40	634	3.1%
41	632	3.1%
37	632	3.1%
43	600	3.0%
42	597	2.9%
44	580	2.9%
46	560	2.8%
Other values (218)	14080	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	124	0.6%
9	122	0.6%
10	95	0.5%
11	114	0.6%
12	121	0.6%
13	145	0.7%
14	194	1.0%
15	231	1.1%
16	274	1.3%
17	348	1.7%

Value	Count	Frequency (%)
336	5	< 0.1%
335	1	< 0.1%
334	1	< 0.1%
330	1	< 0.1%
328	1	< 0.1%
305	2	< 0.1%
297	1	< 0.1%
286	1	< 0.1%
279	1	< 0.1%
277	1	< 0.1%

Hours-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	228
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.85793666

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	8
5-th percentile	15
Q1	25
median	39
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	22.30865867
Coefficient of variation (CV)	0.5741081639
Kurtosis	40.49091179
Mean	38.85793666
Median Absolute Deviation (MAD)	11
Skewness	4.703211094
Sum	790215
Variance	497.6762517
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	700	3.4%
39	665	3.3%
38	656	3.2%
40	634	3.1%
41	632	3.1%
37	632	3.1%
43	600	3.0%
42	597	2.9%
44	580	2.9%
46	560	2.8%
Other values (218)	14080	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	124	0.6%
9	122	0.6%
10	95	0.5%
11	114	0.6%
12	121	0.6%
13	145	0.7%
14	194	1.0%
15	231	1.1%
16	274	1.3%
17	348	1.7%

Value	Count	Frequency (%)
336	5	< 0.1%
335	1	< 0.1%
334	1	< 0.1%
330	1	< 0.1%
328	1	< 0.1%
305	2	< 0.1%
297	1	< 0.1%
286	1	< 0.1%
279	1	< 0.1%
277	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	PatientID	HR-mean	HR-median	O2Sat-mean	O2Sat-median	Temp-mean	Temp-median	SBP-mean	SBP-median	MAP-mean	MAP-median	DBP-mean	DBP-median	Resp-mean	Resp-median	EtCO2-mean	EtCO2-median	BaseExcess-mean	BaseExcess-median	HCO3-mean	HCO3-median	FiO2-mean	FiO2-median	pH-mean	pH-median	PaCO2-mean	PaCO2-median	SaO2-mean	SaO2-median	AST-mean	AST-median	BUN-mean	BUN-median	Alkalinephos-mean	Alkalinephos-median	Calcium-mean	Calcium-median	Chloride-mean	Chloride-median	Creatinine-mean	Creatinine-median	Bilirubin_direct-mean	Bilirubin_direct-median	Glucose-mean	Glucose-median	Lactate-mean	Lactate-median	Magnesium-mean	Magnesium-median	Phosphate-mean	Phosphate-median	Potassium-mean	Potassium-median	Bilirubin_total-mean	Bilirubin_total-median	TroponinI-mean	TroponinI-median	Hct-mean	Hct-median	Hgb-mean	Hgb-median	PTT-mean	PTT-median	WBC-mean	WBC-median	Fibrinogen-mean	Fibrinogen-median	Platelets-mean	Platelets-median	Age-mean	Age-median	Gender-mean	Gender-median	Unit1-mean	Unit1-median	Unit2-mean	Unit2-median	HospAdmTime-mean	HospAdmTime-median	ICULOS-mean	ICULOS-median	SepsisLabel-mean	Sepsis-mean	Sepsis-median	Hours-mean	Hours-median
0	1	101.571429	104.0	91.477273	91.0	36.778000	36.725	126.809524	128.00	87.261905	87.915	NaN	NaN	24.820000	25.000	NaN	NaN	20.714286	20.0	46.500000	46.5	0.282500	0.29	7.347143	7.340	95.333333	98.0	86.500000	88.5	16.000000	16.0	18.000000	18.0	98.0	98.0	9.450000	9.45	85.000000	85.0	0.700000	0.70	NaN	NaN	163.000000	163.0	NaN	NaN	2.100000	2.10	3.500000	3.50	4.200000	4.2	0.300000	0.3	NaN	NaN	36.700000	36.70	12.350000	12.35	NaN	NaN	10.200000	10.2	NaN	NaN	327.500000	327.5	83.14	83.14	0.0	0.0	NaN	NaN	NaN	NaN	-0.03	-0.03	27.5	27.5	0.00000	0.0	0.0	54.0	54.0
1	2	60.954545	60.0	97.000000	97.0	36.165000	36.110	136.600000	133.00	66.704545	65.000	44.066667	43.00	14.236842	12.000	NaN	NaN	NaN	NaN	22.000000	22.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	100.000000	100.0	NaN	NaN	7.900000	7.90	113.000000	113.0	2.500000	2.50	NaN	NaN	78.000000	78.0	NaN	NaN	2.500000	2.50	4.400000	4.40	5.100000	5.1	NaN	NaN	NaN	NaN	27.800000	27.80	9.700000	9.70	NaN	NaN	11.000000	11.0	NaN	NaN	158.000000	158.0	75.91	75.91	0.0	0.0	0.0	0.0	1.0	1.0	-98.60	-98.60	12.0	12.0	0.00000	0.0	0.0	23.0	23.0
2	3	79.611111	81.0	95.431818	95.0	37.609375	37.585	140.033333	140.00	81.048000	81.000	54.392857	53.50	25.633333	26.000	NaN	NaN	6.500000	6.5	30.666667	31.0	0.642857	0.60	7.496667	7.490	39.500000	39.5	NaN	NaN	NaN	NaN	28.666667	30.0	NaN	NaN	11.000000	11.00	99.000000	99.0	0.866667	0.90	NaN	NaN	98.000000	113.0	NaN	NaN	2.433333	2.40	2.533333	2.40	3.775000	3.8	NaN	NaN	NaN	NaN	28.650000	28.15	9.633333	9.10	30.000000	30.0	9.000000	8.7	NaN	NaN	479.666667	486.0	45.82	45.82	0.0	0.0	1.0	1.0	0.0	0.0	-1195.71	-1195.71	24.5	24.5	0.00000	0.0	0.0	48.0	48.0
3	4	102.444444	105.0	98.203704	98.0	36.455000	36.390	113.019231	114.50	67.147308	67.835	51.428571	50.25	18.884615	18.000	NaN	NaN	0.000000	0.0	22.000000	22.0	NaN	NaN	7.390000	7.400	43.000000	43.0	97.833333	98.0	NaN	NaN	16.500000	16.5	NaN	NaN	8.200000	8.20	106.500000	106.5	0.800000	0.80	NaN	NaN	135.333333	84.0	NaN	NaN	2.050000	2.05	3.800000	3.80	4.433333	4.3	NaN	NaN	NaN	NaN	25.800000	25.80	8.300000	8.30	21.800000	21.8	7.600000	7.6	NaN	NaN	182.000000	182.0	65.71	65.71	0.0	0.0	0.0	0.0	1.0	1.0	-8.77	-8.77	15.0	15.0	0.00000	0.0	0.0	29.0	29.0
4	5	73.916667	73.5	97.500000	97.0	36.992222	37.220	132.770833	133.50	87.088235	87.000	NaN	NaN	16.500000	16.000	NaN	NaN	NaN	NaN	25.666667	25.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	20.666667	16.0	7.333333	7.0	69.0	65.0	8.166667	8.20	105.333333	105.0	0.633333	0.60	NaN	NaN	123.000000	128.0	NaN	NaN	2.200000	2.20	2.866667	2.80	3.566667	3.6	0.566667	0.6	NaN	NaN	42.133333	41.00	14.700000	14.40	29.000000	29.0	6.933333	8.0	NaN	NaN	279.000000	276.0	28.09	28.09	1.0	1.0	1.0	1.0	0.0	0.0	-0.05	-0.05	25.5	25.5	0.00000	0.0	0.0	48.0	48.0
5	6	100.000000	100.5	98.437500	98.5	36.600000	36.670	125.933333	122.00	88.110667	89.000	NaN	NaN	26.583333	24.000	NaN	NaN	0.000000	0.0	29.000000	29.0	0.400000	0.40	7.340000	7.340	47.000000	47.0	NaN	NaN	NaN	NaN	9.000000	9.0	NaN	NaN	NaN	NaN	111.000000	111.0	0.700000	0.70	NaN	NaN	144.666667	73.0	1.400000	1.4	NaN	NaN	NaN	NaN	3.800000	3.8	NaN	NaN	NaN	NaN	36.900000	36.90	12.200000	12.20	NaN	NaN	12.000000	12.0	NaN	NaN	298.000000	298.0	52.01	52.01	1.0	1.0	1.0	1.0	0.0	0.0	-0.03	-0.03	11.0	11.0	0.00000	0.0	0.0	17.0	17.0
6	7	120.363636	121.0	95.409091	95.0	37.842143	37.885	110.130682	109.00	74.125000	74.500	59.627907	60.00	20.909091	21.000	NaN	NaN	-9.000000	-9.0	16.166667	16.0	0.446154	0.40	7.330000	7.330	27.800000	27.0	NaN	NaN	452.000000	452.0	63.166667	66.0	88.0	88.0	7.250000	7.35	116.666667	115.5	3.766667	3.85	NaN	NaN	181.166667	193.5	2.200000	2.2	1.750000	1.75	1.966667	1.30	3.400000	3.1	1.400000	1.4	NaN	NaN	41.933333	41.85	15.440000	15.30	26.240000	26.3	8.900000	9.3	NaN	NaN	45.333333	45.0	64.24	64.24	1.0	1.0	1.0	1.0	0.0	0.0	-0.05	-0.05	23.0	23.0	0.00000	0.0	0.0	45.0	45.0
7	8	76.342105	75.0	97.805556	100.0	36.294545	36.220	109.835526	108.75	66.000000	65.000	47.618421	48.50	16.592105	16.750	NaN	NaN	-8.428571	-8.0	15.545455	15.0	NaN	NaN	7.346429	7.355	28.250000	27.0	NaN	NaN	NaN	NaN	29.181818	29.0	NaN	NaN	7.900000	8.00	106.545455	106.0	1.183333	1.20	NaN	NaN	105.571429	108.0	1.520000	1.6	1.957143	1.90	3.375000	3.50	4.741667	4.9	NaN	NaN	NaN	NaN	27.933333	25.90	9.633333	8.90	NaN	NaN	9.933333	9.4	NaN	NaN	258.333333	213.0	87.08	87.08	1.0	1.0	NaN	NaN	NaN	NaN	-2.23	-2.23	20.5	20.5	0.00000	0.0	0.0	40.0	40.0
8	9	112.647059	113.0	97.930672	98.0	37.618125	37.720	120.014706	120.00	81.674370	80.000	66.080000	65.00	24.194328	21.875	NaN	NaN	1.404255	0.0	27.476190	27.0	0.489091	0.40	7.367021	7.370	47.382979	48.0	90.958333	97.0	NaN	NaN	18.526316	19.0	NaN	NaN	7.882353	8.00	107.263158	107.0	0.973684	0.90	NaN	NaN	120.013889	119.5	2.245833	2.2	2.044444	2.05	3.200000	3.05	3.744286	3.7	NaN	NaN	NaN	NaN	28.793939	27.40	9.868519	9.60	32.053571	30.9	10.582353	10.9	341.75	232.5	263.473684	175.0	27.92	27.92	1.0	1.0	NaN	NaN	NaN	NaN	-0.03	-0.03	129.5	129.5	0.03876	1.0	1.0	258.0	258.0
9	10	77.043478	79.0	95.826087	96.0	36.880952	37.000	113.956522	112.00	73.608696	72.000	55.173913	54.00	18.652174	19.000	NaN	NaN	-0.750000	0.0	24.000000	24.0	0.514286	0.40	7.387500	7.405	38.750000	37.5	97.333333	97.0	NaN	NaN	17.500000	17.5	NaN	NaN	NaN	NaN	106.666667	106.0	1.000000	1.00	NaN	NaN	105.000000	107.0	1.100000	1.1	2.100000	2.10	NaN	NaN	3.833333	3.9	NaN	NaN	NaN	NaN	30.866667	31.90	10.200000	10.20	29.900000	29.9	9.300000	9.3	NaN	NaN	111.000000	111.0	76.71	76.71	0.0	0.0	0.0	0.0	1.0	1.0	-2.36	-2.36	14.0	14.0	0.00000	0.0	0.0	23.0	23.0

Last rows

	PatientID	HR-mean	HR-median	O2Sat-mean	O2Sat-median	Temp-mean	Temp-median	SBP-mean	SBP-median	MAP-mean	MAP-median	DBP-mean	DBP-median	Resp-mean	Resp-median	EtCO2-mean	EtCO2-median	BaseExcess-mean	BaseExcess-median	HCO3-mean	HCO3-median	FiO2-mean	FiO2-median	pH-mean	pH-median	PaCO2-mean	PaCO2-median	SaO2-mean	SaO2-median	AST-mean	AST-median	BUN-mean	BUN-median	Alkalinephos-mean	Alkalinephos-median	Calcium-mean	Calcium-median	Chloride-mean	Chloride-median	Creatinine-mean	Creatinine-median	Bilirubin_direct-mean	Bilirubin_direct-median	Glucose-mean	Glucose-median	Lactate-mean	Lactate-median	Magnesium-mean	Magnesium-median	Phosphate-mean	Phosphate-median	Potassium-mean	Potassium-median	Bilirubin_total-mean	Bilirubin_total-median	TroponinI-mean	TroponinI-median	Hct-mean	Hct-median	Hgb-mean	Hgb-median	PTT-mean	PTT-median	WBC-mean	WBC-median	Fibrinogen-mean	Fibrinogen-median	Platelets-mean	Platelets-median	Age-mean	Age-median	Gender-mean	Gender-median	Unit1-mean	Unit1-median	Unit2-mean	Unit2-median	HospAdmTime-mean	HospAdmTime-median	ICULOS-mean	ICULOS-median	SepsisLabel-mean	Sepsis-mean	Sepsis-median	Hours-mean	Hours-median
20326	20634	86.600000	87.50	96.525000	96.0	37.310000	37.700	105.150000	105.25	67.641500	67.5	52.900000	53.0	16.537500	16.50	NaN	NaN	2.0	2.0	27.000000	27.0	0.540000	0.5	7.405000	7.415	44.714286	43.0	92.000000	96.0	NaN	NaN	15.000000	15.0	NaN	NaN	NaN	NaN	111.000000	111.0	0.650000	0.65	NaN	NaN	120.000000	136.0	NaN	NaN	2.200000	2.20	NaN	NaN	4.183333	4.15	NaN	NaN	NaN	NaN	28.150000	27.55	9.950000	9.95	30.00	30.00	8.300000	8.30	NaN	NaN	224.500000	224.5	57.26	57.26	1.0	1.0	0.0	0.0	1.0	1.0	-2.90	-2.90	12.5	12.5	0.000000	0.0	0.0	20.0	20.0
20327	20635	68.675000	70.00	96.175000	96.0	36.883000	36.860	127.706897	127.00	82.050000	81.0	63.982759	62.0	15.500000	16.00	NaN	NaN	0.0	0.0	24.000000	24.0	NaN	NaN	7.410000	7.410	37.000000	37.0	NaN	NaN	NaN	NaN	12.000000	12.0	NaN	NaN	7.800000	7.80	110.000000	110.0	0.800000	0.80	NaN	NaN	107.000000	107.0	1.000000	1.0	1.800000	1.80	2.200000	2.20	3.700000	3.70	NaN	NaN	NaN	NaN	28.700000	28.70	10.100000	10.10	39.95	39.95	9.000000	9.00	NaN	NaN	301.000000	301.0	56.75	56.75	1.0	1.0	NaN	NaN	NaN	NaN	-0.01	-0.01	22.5	22.5	0.000000	0.0	0.0	42.0	42.0
20328	20636	67.639535	69.50	96.651163	96.0	36.275833	36.220	104.616279	104.00	68.662791	69.0	47.941860	48.0	13.837209	14.00	NaN	NaN	0.0	0.0	23.200000	24.0	0.583333	0.5	7.368571	7.390	41.500000	41.5	87.333333	94.0	1033.0	1033.0	35.200000	36.0	204.0	204.0	NaN	NaN	104.714286	104.0	1.350000	1.35	NaN	NaN	86.666667	82.5	NaN	NaN	1.900000	1.90	NaN	NaN	4.485714	4.50	1.8	1.8	NaN	NaN	28.144444	27.50	9.580000	9.50	38.30	38.30	5.800000	5.80	NaN	NaN	215.500000	215.5	82.36	82.36	0.0	0.0	0.0	0.0	1.0	1.0	0.32	0.32	26.0	26.0	0.000000	0.0	0.0	43.0	43.0
20329	20637	96.464286	96.25	97.478571	97.0	36.413889	36.415	129.803571	127.50	97.696429	94.0	75.363095	74.0	18.244681	18.00	NaN	NaN	-7.0	-7.0	17.259259	17.0	0.427273	0.4	7.267037	7.260	41.400000	42.0	NaN	NaN	NaN	NaN	61.440000	61.0	NaN	NaN	8.292308	8.30	94.388889	95.0	3.853846	3.80	NaN	NaN	208.076923	164.0	0.771429	0.7	1.878000	1.90	5.407692	5.60	5.009259	5.20	NaN	NaN	NaN	NaN	29.228571	28.80	9.585714	9.60	35.85	35.85	14.171429	10.50	NaN	NaN	266.857143	248.0	60.66	60.66	1.0	1.0	1.0	1.0	0.0	0.0	-0.02	-0.02	72.5	72.5	0.063380	1.0	1.0	142.0	142.0
20330	20638	79.525000	80.00	97.325000	98.0	36.625455	36.830	142.272727	145.00	90.975000	88.0	68.030303	65.0	19.862500	18.50	NaN	NaN	NaN	NaN	28.666667	30.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17.333333	17.0	NaN	NaN	9.100000	9.10	106.666667	109.0	1.300000	1.30	NaN	NaN	98.000000	98.0	NaN	NaN	2.066667	2.10	3.500000	3.50	3.700000	3.60	NaN	NaN	NaN	NaN	37.766667	37.70	13.133333	13.00	24.80	24.80	7.233333	7.60	NaN	NaN	176.000000	176.0	68.38	68.38	1.0	1.0	NaN	NaN	NaN	NaN	-0.02	-0.02	22.0	22.0	0.000000	0.0	0.0	41.0	41.0
20331	20639	87.420000	82.00	98.940000	99.0	36.391000	36.375	101.354167	101.25	71.166667	70.0	NaN	NaN	19.800000	20.00	NaN	NaN	NaN	NaN	19.000000	19.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	80.0	80.0	32.000000	32.0	154.0	154.0	8.200000	8.20	105.000000	105.0	0.800000	0.80	NaN	NaN	89.000000	89.0	NaN	NaN	1.600000	1.60	4.000000	4.00	4.100000	4.10	3.1	3.1	NaN	NaN	28.833333	28.60	9.700000	9.70	33.40	33.40	18.100000	18.10	263.0	263.0	25.500000	25.0	59.14	59.14	1.0	1.0	1.0	1.0	0.0	0.0	-0.02	-0.02	13.5	13.5	0.000000	0.0	0.0	26.0	26.0
20332	20640	80.920000	79.00	95.620000	95.5	37.247917	37.400	126.540000	125.00	76.253200	76.0	56.166667	54.5	15.437500	15.25	NaN	NaN	-3.7	-4.0	20.000000	20.0	0.692308	0.7	7.358333	7.360	37.900000	36.5	96.750000	97.0	NaN	NaN	15.000000	15.0	NaN	NaN	7.700000	7.70	106.000000	106.0	0.700000	0.70	NaN	NaN	160.900000	153.0	NaN	NaN	2.500000	2.10	NaN	NaN	4.350000	4.35	NaN	NaN	NaN	NaN	30.620000	28.30	11.200000	11.20	35.40	35.40	14.300000	14.30	NaN	NaN	148.000000	148.0	74.53	74.53	0.0	0.0	0.0	0.0	1.0	1.0	-59.09	-59.09	15.0	15.0	0.000000	0.0	0.0	25.0	25.0
20333	20641	85.900000	84.50	97.023810	98.0	37.055000	37.055	116.976190	113.50	67.157895	66.0	61.214286	63.0	16.380952	15.00	NaN	NaN	NaN	NaN	30.500000	30.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17.000000	17.0	NaN	NaN	8.850000	8.85	99.000000	99.0	0.750000	0.75	NaN	NaN	110.000000	109.0	NaN	NaN	2.250000	2.25	3.550000	3.55	3.500000	3.50	NaN	NaN	NaN	NaN	32.650000	32.65	11.100000	11.10	23.00	23.00	9.150000	9.15	NaN	NaN	302.500000	302.5	33.01	33.01	1.0	1.0	NaN	NaN	NaN	NaN	-0.01	-0.01	16.0	16.0	0.000000	0.0	0.0	21.0	21.0
20334	20642	96.525000	94.00	99.512821	100.0	36.457778	36.560	107.555556	107.00	74.685714	75.0	56.222222	55.5	18.062500	18.00	NaN	NaN	0.0	0.0	27.500000	27.5	0.466667	0.5	7.450000	7.450	34.000000	34.0	99.000000	99.0	NaN	NaN	12.000000	12.0	NaN	NaN	8.850000	8.85	106.000000	106.0	0.400000	0.40	NaN	NaN	118.000000	118.0	NaN	NaN	1.950000	1.95	4.200000	4.20	4.200000	4.20	NaN	NaN	NaN	NaN	31.333333	30.80	10.566667	10.30	27.40	27.40	7.533333	7.30	NaN	NaN	257.000000	257.0	69.80	69.80	0.0	0.0	NaN	NaN	NaN	NaN	-10.58	-10.58	21.5	21.5	0.000000	0.0	0.0	42.0	42.0
20335	20643	94.448276	90.00	97.178571	97.5	38.083750	38.440	148.420000	149.00	93.483871	90.0	76.760000	72.0	16.035714	16.00	NaN	NaN	0.0	1.0	25.666667	26.0	0.490909	0.5	7.374000	7.420	45.200000	41.0	95.200000	98.0	103.5	103.5	20.500000	20.5	128.5	128.5	8.233333	8.30	103.666667	104.0	2.100000	2.20	NaN	NaN	162.333333	175.0	1.600000	1.6	2.150000	2.25	4.025000	3.90	3.775000	3.85	0.7	0.7	NaN	NaN	31.166667	29.70	11.550000	11.55	29.75	29.75	13.950000	13.95	NaN	NaN	325.500000	325.5	62.29	62.29	1.0	1.0	NaN	NaN	NaN	NaN	-0.03	-0.03	19.0	19.0	0.272727	1.0	1.0	33.0	33.0

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation